{"meta":{"query_hash":"50ae6b1e0784","filters":{"venue":"Eye and Brain"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/50ae6b1e0784","api":"https://metacan.xera.ac/api/v1/cohort?venue=Eye+and+Brain"},"results":[{"id":"W2051257211","doi":"10.2147/eb.s38467","title":"Delayed saccadic eye movements in glaucoma","year":2012,"lang":"en","type":"article","venue":"Eye and Brain","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; York University; University Health Network; St. Michael's Hospital","funders":"University of Toronto; Glaucoma Research Society of Canada; Glaucoma Research Foundation","keywords":"Saccadic masking; Eye movement; Glaucoma; Saccadic suppression of image displacement; Ophthalmology; Optometry; Medicine","score_opus":0.008779017111933327,"score_gpt":0.2708249734363347,"score_spread":0.26204595632440136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051257211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99945766,0.00026447765,0.000045133274,0.000008881449,0.000003968549,0.000008540936,0.00007023214,0.0000028498541,0.00013829682],"genre_scores_gemma":[0.99959844,0.000085368745,0.00006329659,0.000011431671,0.0000065291797,0.0000098274795,0.0001422733,7.687031e-7,0.00008214022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99978405,0.00003429633,0.000031131207,0.00005775246,0.000043104414,0.000049646667],"domain_scores_gemma":[0.9992304,0.00015659303,0.00036632727,0.000033675955,0.000066279485,0.00014684917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002745154,0.00048306838,0.0005125566,0.00094784336,0.00047299938,0.0003249079,0.00013820216,0.0004143596,0.0019797366],"category_scores_gemma":[0.001290778,0.00019165613,0.00024751472,0.00047989748,0.00035139287,0.000316637,0.00029938048,0.00025598105,0.00022672213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008129578,0.00007122524,0.9921822,0.000033779997,0.00003292666,0.0014792163,0.00016749885,0.000039494626,0.0016208083,0.000021726655,0.00007389891,0.0034642643],"study_design_scores_gemma":[0.000045677345,0.0007371911,0.9930821,0.000012851294,0.000033496624,0.0053129187,0.00019877717,0.000101575504,0.0001683188,0.000038061877,0.00026294947,0.000006115496],"about_ca_topic_score_codex":0.0016676316,"about_ca_topic_score_gemma":0.0018939981,"teacher_disagreement_score":0.0019797366,"about_ca_system_score_codex":0.00028407126,"about_ca_system_score_gemma":0.00023255973,"threshold_uncertainty_score":0.0066229105},"labels":[],"label_agreement":null},{"id":"W2527354454","doi":"10.2147/eb.s92838","title":"Prosopagnosia: current perspectives","year":2016,"lang":"en","type":"review","venue":"Eye and Brain","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":151,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Eye Institute; National Institutes of Health","keywords":"Psychology; Visual agnosia; Fusiform gyrus; Agnosia; Functional magnetic resonance imaging; Cognitive psychology; Perception; Cognitive neuroscience of visual object recognition; Neuroscience; Object (grammar); Artificial intelligence; Computer science","score_opus":0.10990778944899336,"score_gpt":0.4053013155929615,"score_spread":0.29539352614396813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527354454","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057458194,0.99856865,0.00006309074,0.00032259186,0.0001269458,0.0000015717523,0.0000095463565,0.0000051566453,0.0008450674],"genre_scores_gemma":[0.00042397974,0.99884856,0.00010257799,0.00015592204,0.00021252062,0.0000027691517,0.000015910964,0.0000010015143,0.00023671404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998111,0.000025311261,0.000042016505,0.000044165645,0.000058008496,0.000019352776],"domain_scores_gemma":[0.9994648,0.00026099745,0.00007234358,0.0000143409725,0.00013031336,0.000057244863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000669184,0.0011116263,0.0015616176,0.0034548827,0.00037555778,0.001703642,0.001117146,0.0017503776,0.00528192],"category_scores_gemma":[0.0010683088,0.00031180054,0.00055501075,0.0028308602,0.00077642873,0.002253753,0.00092889054,0.0021952812,0.0028500368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006743247,0.00006557518,0.00024642327,0.017222581,0.000070987444,0.0006001367,0.000090531474,0.0002582839,0.0008522995,0.00502289,0.029290969,0.94621193],"study_design_scores_gemma":[0.000013927245,0.00006437473,0.0010052626,0.0105960835,0.00014954105,0.0052229543,0.00015337666,0.0000983074,0.0002690243,0.006209161,0.9761888,0.000029223804],"about_ca_topic_score_codex":0.0012157138,"about_ca_topic_score_gemma":0.001991319,"teacher_disagreement_score":0.00528192,"about_ca_system_score_codex":0.0006593004,"about_ca_system_score_gemma":0.0014037584,"threshold_uncertainty_score":0.017669797},"labels":[],"label_agreement":null},{"id":"W2802723470","doi":"10.2147/eb.s130893","title":"The development of human visual cortex and clinical implications","year":2018,"lang":"en","type":"review","venue":"Eye and Brain","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Visual cortex; Neuroscience; Neuroplasticity; Psychology; Perception; Visual perception; Visual system","score_opus":0.24776372041747197,"score_gpt":0.552230522117311,"score_spread":0.3044668016998391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802723470","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000092448456,0.99774534,0.000094010844,0.0004651747,0.00016906693,0.0000034214754,0.000014440244,0.000004740238,0.0014112707],"genre_scores_gemma":[0.0010166442,0.99780625,0.00013885227,0.00024212731,0.0002165854,0.0000069764355,0.000025074925,0.0000017908325,0.0005456751],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997789,0.00003472926,0.00004067769,0.000051326857,0.000073464085,0.000020975916],"domain_scores_gemma":[0.99956256,0.00020138119,0.000042671873,0.000017148706,0.00013565864,0.00004059913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007483142,0.0006836473,0.0007836232,0.0021492233,0.0003298667,0.0010498471,0.00091446727,0.0014556929,0.0042067897],"category_scores_gemma":[0.0014344581,0.0002350726,0.00036590485,0.0011837657,0.0011595223,0.0017355839,0.0008446573,0.0020062106,0.0022661036],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044030545,0.000023629518,0.00028528817,0.007758469,0.000031579377,0.00030242204,0.00008472796,0.00021197116,0.000662546,0.009883291,0.025898756,0.9548133],"study_design_scores_gemma":[0.00000821344,0.000049224232,0.0017880237,0.0042432444,0.0000365613,0.0032971234,0.000084709834,0.00005354728,0.00038026748,0.006293724,0.98374766,0.00001780809],"about_ca_topic_score_codex":0.0028807907,"about_ca_topic_score_gemma":0.0025809153,"teacher_disagreement_score":0.0042067897,"about_ca_system_score_codex":0.0011496203,"about_ca_system_score_gemma":0.0019149346,"threshold_uncertainty_score":0.014073074},"labels":[],"label_agreement":null},{"id":"W2883501862","doi":"10.2147/eb.s139417","title":"Retinal imaging with optical coherence tomography: a biomarker in multiple sclerosis?","year":2018,"lang":"en","type":"review","venue":"Eye and Brain","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiple sclerosis; Nerve fiber layer; Medicine; Subclinical infection; Optical coherence tomography; Magnetic resonance imaging; Retinal; Neuroscience; Optic nerve; Biomarker; Retina; Inner plexiform layer; Disease; Pathology; Ophthalmology; Radiology; Biology; Immunology","score_opus":0.11457786339246381,"score_gpt":0.36119325362630356,"score_spread":0.24661539023383974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883501862","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016948211,0.9987029,0.0000850417,0.00074401294,0.00015589038,0.0000031317613,0.000010120021,0.0000024138371,0.00012696796],"genre_scores_gemma":[0.0025978668,0.9954607,0.00041989124,0.0007933684,0.0006071335,0.000013865558,0.000023291323,0.0000017884655,0.00008199938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898475,0.0003124083,0.00027372583,0.00011805788,0.00027606692,0.000034873523],"domain_scores_gemma":[0.99711657,0.001612385,0.0005569536,0.000045637255,0.00060213177,0.00006622203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002119731,0.0007815817,0.0024330472,0.0028795006,0.0002171248,0.0017739395,0.0007735039,0.0016221196,0.0011485438],"category_scores_gemma":[0.004612514,0.00028582843,0.00074411905,0.0021875144,0.0008583561,0.002236646,0.00060479756,0.0013655969,0.00055018195],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029241474,0.000050835148,0.0027256429,0.045678657,0.00063882535,0.00040728063,0.00013109889,0.00014185623,0.0022279832,0.0019294746,0.018409658,0.9273663],"study_design_scores_gemma":[0.0001635996,0.00092157396,0.024805302,0.09160895,0.004484938,0.011947951,0.0006197575,0.0007132203,0.003513408,0.006916144,0.8540792,0.00022598566],"about_ca_topic_score_codex":0.0008709843,"about_ca_topic_score_gemma":0.0012350461,"teacher_disagreement_score":0.0028795006,"about_ca_system_score_codex":0.0006129453,"about_ca_system_score_gemma":0.0008817473,"threshold_uncertainty_score":0.011210382},"labels":[],"label_agreement":null},{"id":"W2952252636","doi":"10.2147/eb.s186306","title":"&lt;p&gt;Neuro-ophthalmological manifestations of tuberous sclerosis: current perspectives&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Eye and Brain","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Tuberous sclerosis; Vigabatrin; Medicine; Optic nerve; Visual field; Visual impairment; Etiology; Multiple sclerosis; Epilepsy; Ophthalmology; Neuroscience; Pediatrics; Pathology; Psychology; Psychiatry","score_opus":0.05227242387893731,"score_gpt":0.3216021765419466,"score_spread":0.2693297526630093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952252636","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00069472124,0.99145937,0.00036284095,0.003557882,0.00057771656,0.0000057757693,0.000028933788,0.000022293274,0.003290531],"genre_scores_gemma":[0.009776783,0.98306847,0.0009666676,0.001813824,0.0022995267,0.000013906433,0.00007893287,0.0000065897966,0.0019752327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986124,0.000030082203,0.000019216674,0.0000269395,0.00004257985,0.000019935811],"domain_scores_gemma":[0.99950063,0.00016997648,0.000088412446,0.000010734016,0.00016938374,0.000060792572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003654689,0.0004656037,0.0007273586,0.0009634308,0.0003112428,0.001199625,0.00044620794,0.0012142563,0.0040181135],"category_scores_gemma":[0.00065699994,0.000120211655,0.0003454267,0.00096291915,0.00056553306,0.0010259442,0.00039944015,0.0015754325,0.0012969219],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016752462,0.00010503607,0.0020981508,0.01053203,0.00013648118,0.004280111,0.00015665307,0.00026850335,0.0043121995,0.005739749,0.07563009,0.8965734],"study_design_scores_gemma":[0.00004285797,0.00022977166,0.006605822,0.0049753273,0.00030864772,0.03186134,0.00043611816,0.00046688225,0.0016206715,0.00659258,0.9468073,0.000052666604],"about_ca_topic_score_codex":0.001954478,"about_ca_topic_score_gemma":0.0029882824,"teacher_disagreement_score":0.0040181135,"about_ca_system_score_codex":0.00061288924,"about_ca_system_score_gemma":0.0010683949,"threshold_uncertainty_score":0.01344198},"labels":[],"label_agreement":null},{"id":"W2991408653","doi":"10.2147/eb.s225171","title":"&lt;p&gt;The Psychophysical Assessment of Hierarchical Magno-, Parvo- and Konio-Cellular Visual Stream Dysregulations in Migraineurs&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Eye and Brain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Parvocellular cell; Neuroscience; Migraine; Contrast (vision); Psychology; Aura; Visual processing; Retinal; Visual system; Audiology; Visual cortex; Ophthalmology; Medicine; Artificial intelligence; Perception; Computer science; Central nervous system","score_opus":0.009849617170881909,"score_gpt":0.3089142588461528,"score_spread":0.2990646416752709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991408653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99441874,0.0005745653,0.0019924857,0.00019922017,0.000014154464,0.00011399489,0.00030092485,0.000039442344,0.0023464174],"genre_scores_gemma":[0.9954489,0.00024597748,0.0029548944,0.000094272626,0.000012431028,0.000102965634,0.00013777563,0.0000101195965,0.0009925972],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99991715,0.000018636127,0.0000092111,0.000020769652,0.00002046427,0.000013762758],"domain_scores_gemma":[0.9996618,0.00006317571,0.0001149477,0.000037166184,0.000055495402,0.00006732566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046867438,0.00018936284,0.0001742274,0.00024872358,0.00020806096,0.00033735507,0.00016847611,0.00031348044,0.004145212],"category_scores_gemma":[0.000710432,0.00007833011,0.00010486728,0.00010029069,0.0005488848,0.0002487537,0.00029393472,0.00026263893,0.000317765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004817028,0.00053665106,0.2610548,0.000645503,0.00013036231,0.0010999851,0.0011371189,0.0004182573,0.5617663,0.00089204987,0.0029933732,0.16450846],"study_design_scores_gemma":[0.00006504234,0.002239078,0.9667936,0.00006263018,0.00003176898,0.0013881038,0.00044766895,0.0010709288,0.025784232,0.00082437013,0.001278558,0.000014015441],"about_ca_topic_score_codex":0.0010935757,"about_ca_topic_score_gemma":0.0015051126,"teacher_disagreement_score":0.004145212,"about_ca_system_score_codex":0.00020735968,"about_ca_system_score_gemma":0.00019084373,"threshold_uncertainty_score":0.01386708},"labels":[],"label_agreement":null},{"id":"W3039750585","doi":"10.2147/eb.s247121","title":"&lt;p&gt;Neuro-Ophthalmological Manifestations of Obstructive Sleep Apnea: Current Perspectives&lt;/p&gt;","year":2020,"lang":"en","type":"review","venue":"Eye and Brain","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kensington Health; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Pediatrics; Ophthalmology; Audiology; Anesthesia; Computer science","score_opus":0.05021385307693849,"score_gpt":0.36724942603320904,"score_spread":0.31703557295627055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039750585","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007632441,0.9982942,0.000033033422,0.00044474125,0.0002853024,0.000005546471,0.000030817595,0.0000068500103,0.00082319014],"genre_scores_gemma":[0.00065087626,0.9982003,0.000108109794,0.00026363455,0.00021652447,0.0000060606776,0.00004661697,0.0000014390897,0.0005063671],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980825,0.000032783522,0.000040145653,0.000028876006,0.000070203736,0.000019701587],"domain_scores_gemma":[0.99917465,0.00034701882,0.00015235736,0.000019091014,0.00025016873,0.000056754197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047003783,0.0005681861,0.0010624668,0.0024139658,0.0002893942,0.0010836656,0.0006771904,0.0009190702,0.009513809],"category_scores_gemma":[0.0015125364,0.00018006492,0.00082524185,0.002589347,0.00031556474,0.0009688063,0.00041925546,0.0012266745,0.0020569037],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007627739,0.000040604067,0.00039351828,0.05443218,0.00019299735,0.00017371311,0.000057435158,0.00012427865,0.0004927977,0.0012508484,0.06693855,0.87582684],"study_design_scores_gemma":[0.00003670762,0.000100807476,0.0032525726,0.040137235,0.0006485648,0.0023687896,0.000119650314,0.00013087376,0.00021347213,0.0017213665,0.9512467,0.000023240264],"about_ca_topic_score_codex":0.0024066176,"about_ca_topic_score_gemma":0.0055716997,"teacher_disagreement_score":0.009513809,"about_ca_system_score_codex":0.000581521,"about_ca_system_score_gemma":0.0018067772,"threshold_uncertainty_score":0.031826794},"labels":[],"label_agreement":null},{"id":"W3096184146","doi":"10.2147/eb.s277760","title":"&lt;p&gt;Neuro-ophthalmic Complications of Immune Checkpoint Inhibitors: A Systematic Review&lt;/p&gt;","year":2020,"lang":"en","type":"review","venue":"Eye and Brain","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; Kensington Health; Queen's University","funders":"","keywords":"Medicine; Neuro-ophthalmology; Myositis; Incidence (geometry); Pediatrics; Ptosis; Dermatology; Surgery; Internal medicine; Ophthalmology","score_opus":0.03053503110037413,"score_gpt":0.32015464546006855,"score_spread":0.2896196143596944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096184146","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010882469,0.99646795,0.00017209834,0.000550412,0.00017977931,0.00048639489,0.0006667017,0.000014496756,0.00037378678],"genre_scores_gemma":[0.019904714,0.9756521,0.0008528234,0.0012360349,0.00020886662,0.0013595523,0.00044705527,0.00000868408,0.00033021905],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9952615,0.0015647574,0.0014946976,0.00040256316,0.001041177,0.00023531282],"domain_scores_gemma":[0.9845911,0.009305253,0.0038103971,0.0002364295,0.0018469949,0.00020984243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005663159,0.0012928175,0.0063234037,0.0062648477,0.0005719537,0.002147738,0.0015049163,0.0018890647,0.0058782203],"category_scores_gemma":[0.028474327,0.0008263915,0.007770582,0.007848998,0.00062639714,0.0020825963,0.0012269258,0.0011788909,0.00039723166],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012762906,0.000011006663,0.0007376224,0.9670272,0.010021381,0.00007023178,0.00009295055,0.00007719773,0.000114481256,0.00013712776,0.00229174,0.019291408],"study_design_scores_gemma":[0.0005217447,0.00026189274,0.0061408556,0.8596963,0.11136493,0.00036203675,0.00023677829,0.00017089225,0.00020048824,0.00047357072,0.020526752,0.00004366736],"about_ca_topic_score_codex":0.008081508,"about_ca_topic_score_gemma":0.023317467,"teacher_disagreement_score":0.008081508,"about_ca_system_score_codex":0.0029570225,"about_ca_system_score_gemma":0.011464495,"threshold_uncertainty_score":0.029949963},"labels":[],"label_agreement":null},{"id":"W4200185528","doi":"10.2147/eb.s272343","title":"Neuro-Ophthalmological Optic Nerve Cupping: An Overview","year":2021,"lang":"en","type":"article","venue":"Eye and Brain","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kensington Health; University of Toronto","funders":"","keywords":"Optic nerve; Optic disc; Optic cup (embryology); Nerve fiber layer; Glaucoma; Visual field; Ganglion; Retinal","score_opus":0.07433214271084924,"score_gpt":0.3469511158414248,"score_spread":0.27261897313057554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200185528","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005494549,0.99598914,0.00020899624,0.0005181376,0.00037393958,0.000009915568,0.00004297513,0.000020546104,0.0022867878],"genre_scores_gemma":[0.0017530175,0.99628556,0.00036656394,0.0003922875,0.00060034264,0.000009684822,0.000064285705,0.0000034390055,0.0005247104],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998554,0.00002157609,0.000039131748,0.000027068494,0.00004170024,0.000015126179],"domain_scores_gemma":[0.99963963,0.00016606129,0.00006353974,0.0000070678857,0.00008586585,0.000037798687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023685466,0.00085253373,0.00077254075,0.00476244,0.00033533,0.0008317956,0.0004235192,0.0007050538,0.0029120233],"category_scores_gemma":[0.0006542098,0.0002478302,0.00050434243,0.002972557,0.00035111126,0.0013234547,0.00044361642,0.0013458566,0.0013630833],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071648494,0.00010815267,0.0018627002,0.024043454,0.00016467269,0.0025402093,0.00023968008,0.00054763444,0.0013897751,0.0024916986,0.087706186,0.87883425],"study_design_scores_gemma":[0.000014813104,0.00017419008,0.008245171,0.012556544,0.00028762972,0.029849716,0.00026030815,0.00022213777,0.0002858585,0.0022646366,0.9457925,0.000046396337],"about_ca_topic_score_codex":0.002004636,"about_ca_topic_score_gemma":0.0030682452,"teacher_disagreement_score":0.00476244,"about_ca_system_score_codex":0.0005264623,"about_ca_system_score_gemma":0.0009785229,"threshold_uncertainty_score":0.009741664},"labels":[],"label_agreement":null},{"id":"W4401064408","doi":"10.2147/eb.s470184","title":"A Comprehensive Review of Leber Hereditary Optic Neuropathy and Its Association with Multiple Sclerosis-Like Phenotypes Known as Harding’s Disease","year":2024,"lang":"en","type":"review","venue":"Eye and Brain","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Leber's hereditary optic neuropathy; Multiple sclerosis; Disease; Association (psychology); Clinical phenotype; Phenotype; Medicine; Optic neuropathy; Neuroscience; Genetics; Pathology; Biology; Ophthalmology; Psychology; Psychiatry; Optic nerve; Gene","score_opus":0.028353262101597117,"score_gpt":0.27998081361517774,"score_spread":0.2516275515135806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401064408","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019127801,0.9977303,0.00013621601,0.00024254381,0.00029801042,0.0000065615923,0.000069899535,0.000013497323,0.0013116322],"genre_scores_gemma":[0.00095981837,0.9973369,0.0002968334,0.00024617367,0.00023635851,0.000008769204,0.00014399843,0.0000030631927,0.00076810917],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998247,0.000031057534,0.000044828066,0.000034994468,0.00004939658,0.0000150943715],"domain_scores_gemma":[0.999734,0.00012944883,0.000044205895,0.000008091779,0.000059027458,0.000025266021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032953796,0.0008678367,0.0011954956,0.003550204,0.0002844645,0.00070783665,0.00063027407,0.00068962335,0.0065626237],"category_scores_gemma":[0.0008169397,0.00022632128,0.00055305794,0.0031577232,0.0002300371,0.0010182288,0.00055228936,0.000986323,0.0019883853],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008962481,0.00006174067,0.00034478508,0.037915703,0.0001777671,0.0008021644,0.00013244829,0.00033550683,0.001911768,0.0022136832,0.08173124,0.87428355],"study_design_scores_gemma":[0.000015463858,0.00008240068,0.0017261469,0.009687447,0.00027071944,0.0056277686,0.00007037196,0.000064707325,0.00026518316,0.0009776974,0.9811864,0.000025549603],"about_ca_topic_score_codex":0.001425072,"about_ca_topic_score_gemma":0.002474374,"teacher_disagreement_score":0.0065626237,"about_ca_system_score_codex":0.0005307265,"about_ca_system_score_gemma":0.0010948833,"threshold_uncertainty_score":0.021954179},"labels":[],"label_agreement":null},{"id":"W4411922740","doi":"10.2147/eb.s516163","title":"A Novel Retinal Nerve Fiber Layer Biomarker of Amyotrophic Lateral Sclerosis (ALS) Identified Using Longitudinal in vivo Ocular Imaging","year":2025,"lang":"en","type":"article","venue":"Eye and Brain","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of British Columbia; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; ALS Society of Canada","keywords":"Amyotrophic lateral sclerosis; Nerve fiber layer; Retinal; Medicine; Biomarker; In vivo; Retina; Neuroscience; Pathology; Ophthalmology; Biology; Disease","score_opus":0.05797216215808317,"score_gpt":0.3372519566770898,"score_spread":0.27927979451900664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411922740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98954153,0.0023120032,0.0067717,0.000061332656,0.000012159018,0.000047481066,0.0003433585,0.000104666215,0.00080575835],"genre_scores_gemma":[0.9834675,0.0015366736,0.012291038,0.00006295091,0.000012768121,0.0000989358,0.00050992356,0.00001808862,0.0020021992],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998853,0.000019017283,0.000011454827,0.000034581743,0.00002708193,0.000022582204],"domain_scores_gemma":[0.99975306,0.000013109377,0.00012434201,0.000014468267,0.00005507014,0.000040009207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003647479,0.00039578584,0.00025079696,0.000798432,0.00018550607,0.0002758019,0.00015189899,0.0004120152,0.00054792064],"category_scores_gemma":[0.00017780514,0.00015248964,0.00018635578,0.00021565189,0.00019118632,0.0003578538,0.00024723404,0.00033016875,0.00019581804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001399981,0.000036909194,0.006278778,0.000040228457,0.000010796472,0.00009713823,0.00002290252,0.000035428435,0.99122834,0.000023396542,0.000033184762,0.0020528485],"study_design_scores_gemma":[0.000023603352,0.0017435703,0.24982359,0.000039476567,0.00021209539,0.0034570498,0.00015400659,0.0036095965,0.738874,0.0001231645,0.0019185641,0.000021317468],"about_ca_topic_score_codex":0.0007241767,"about_ca_topic_score_gemma":0.0013742566,"teacher_disagreement_score":0.000798432,"about_ca_system_score_codex":0.000279794,"about_ca_system_score_gemma":0.00016015975,"threshold_uncertainty_score":0.0020300746},"labels":[],"label_agreement":null},{"id":"W4413808600","doi":"10.2147/eb.s524322","title":"Visual Prostheses in the Era of Artificial Intelligence Technology","year":2025,"lang":"en","type":"review","venue":"Eye and Brain","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Visual prosthesis; Artificial intelligence; Computer science; Psychology; Neuroscience","score_opus":0.062976036169303,"score_gpt":0.3763371292658352,"score_spread":0.31336109309653215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413808600","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006119997,0.9960224,0.0006548202,0.0013462647,0.00019486946,0.000015469454,0.000042153286,0.0000094160705,0.001102636],"genre_scores_gemma":[0.016617488,0.9772012,0.0028296118,0.0023716486,0.00053837657,0.000078519115,0.00008307028,0.000009214244,0.00027085902],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956513,0.0018319194,0.00092746184,0.00033035627,0.0011750219,0.00008395497],"domain_scores_gemma":[0.97692454,0.019957334,0.0014580403,0.00036529603,0.0012018719,0.00009290406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052398955,0.0005916796,0.0014674509,0.003808154,0.00031970887,0.0031275053,0.00088920904,0.0018994288,0.002737261],"category_scores_gemma":[0.015257625,0.0003089039,0.0015184856,0.0029330088,0.0016822866,0.002804672,0.0009713429,0.0018036936,0.00036729043],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023531396,0.00005194894,0.0010619289,0.24321784,0.0012488095,0.00028583404,0.0005817384,0.00083905493,0.0013154481,0.020505505,0.009974501,0.72068214],"study_design_scores_gemma":[0.00014081926,0.0007512486,0.009608588,0.36986315,0.0033925702,0.0034023146,0.0012504992,0.00083049276,0.0020897014,0.043817203,0.56472707,0.00012640812],"about_ca_topic_score_codex":0.0014744771,"about_ca_topic_score_gemma":0.0020043356,"teacher_disagreement_score":0.0052398955,"about_ca_system_score_codex":0.0015958477,"about_ca_system_score_gemma":0.0035285084,"threshold_uncertainty_score":0.02771151},"labels":[],"label_agreement":null},{"id":"W4415947267","doi":"10.2147/eb.s526204","title":"Intraocular Pressure and Retinal Nerve Fiber Layer Changes in a Microgravity Mouse Model and Relevance to Spaceflight-Associated Neuro-Ocular Syndrome","year":2025,"lang":"en","type":"article","venue":"Eye and Brain","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Public Health Ontario; Toronto Metropolitan University; University of Toronto; Simon Fraser University; St. Michael's Hospital","funders":"Canadian Space Agency","keywords":"Nerve fiber layer; Intraocular pressure; Retinal; Glaucoma; Retina; Layer (electronics); Relevance (law)","score_opus":0.007696080459937977,"score_gpt":0.264168680249367,"score_spread":0.25647259978942905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415947267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997013,0.0006564508,0.0016273606,0.00004877228,0.000015390688,0.00002859883,0.00034993383,0.000051004467,0.00020963246],"genre_scores_gemma":[0.99444866,0.0006053224,0.0026439978,0.000074096184,0.0000133015,0.00017375259,0.0006269038,0.000023239214,0.001390748],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996306,0.00006957599,0.000034738117,0.000110012,0.00009261951,0.0000624462],"domain_scores_gemma":[0.9995672,0.00002315553,0.00023878437,0.000047071702,0.00002810458,0.00009565773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041202814,0.0008293106,0.00046680155,0.000954537,0.000272468,0.00038893666,0.00027019228,0.00048055482,0.0010501127],"category_scores_gemma":[0.00022229296,0.00028581862,0.00056995597,0.00034301457,0.00048887613,0.00036246688,0.0003458661,0.0009821722,0.00012773566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021353124,0.0005135535,0.014808463,0.00011266237,0.00007987853,0.00038339756,0.00017391343,0.00034079168,0.9768257,0.00014818585,0.00011981163,0.004358277],"study_design_scores_gemma":[0.00022102984,0.016112313,0.46780455,0.000088956636,0.00054122054,0.0028955406,0.00062637334,0.008367302,0.49961543,0.0004310952,0.0031846713,0.00011153184],"about_ca_topic_score_codex":0.0009129473,"about_ca_topic_score_gemma":0.0014853474,"teacher_disagreement_score":0.0010501127,"about_ca_system_score_codex":0.0003794585,"about_ca_system_score_gemma":0.00027559607,"threshold_uncertainty_score":0.0035129786},"labels":[],"label_agreement":null}]}