{"meta":{"query_hash":"f9df24571c14","filters":{"venue":"CONTINUUM Lifelong Learning in Neurology"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/f9df24571c14","api":"https://metacan.xera.ac/api/v1/cohort?venue=CONTINUUM+Lifelong+Learning+in+Neurology"},"results":[{"id":"W1459330387","doi":"10.1212/con.0000000000000199","title":"Preventive Migraine Treatment","year":2015,"lang":"en","type":"review","venue":"CONTINUUM Lifelong Learning in Neurology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":275,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Login; Publishing; Internet privacy; Personally identifiable information; Scientific publishing; Computer science; Medicine; World Wide Web; Computer security; Political science; Law","score_opus":0.0796784913857786,"score_gpt":0.38783339343274104,"score_spread":0.30815490204696244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1459330387","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060720765,0.9910017,0.0000028137238,0.00089253846,0.00015429236,0.0013952944,0.0000066941157,0.0001580744,0.005781368],"genre_scores_gemma":[0.000078995254,0.9342027,0.000054802054,0.00029897908,0.0008551985,0.00032944686,0.00017678288,0.00010398975,0.06389913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660045,0.0008561617,0.00086952234,0.00081472483,0.00020571264,0.0006534364],"domain_scores_gemma":[0.9982694,0.0005542689,0.00040998397,0.0004381219,0.00012814681,0.00020008133],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000539586,0.00066402345,0.003875253,0.0005356699,0.00007419879,0.000014527606,0.00016045607,0.0005885096,0.00007888972],"category_scores_gemma":[0.0009656326,0.00050647993,0.00074788777,0.00042328323,0.00015986466,0.00003079882,0.00014262547,0.0015127514,0.00024932838],"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":[0.00020290994,0.00044222028,0.0068221185,0.005902104,0.00078477303,0.0020397264,0.001379048,0.0000015953163,7.163094e-7,0.000023357554,0.057571344,0.9248301],"study_design_scores_gemma":[0.0014345323,0.0027029559,0.0007673733,0.0022923083,0.0012000705,0.00047220595,0.00002849706,0.0000062736945,1.8942926e-7,0.000012065437,0.99077976,0.00030374617],"about_ca_topic_score_codex":0.000097001255,"about_ca_topic_score_gemma":0.00048505157,"teacher_disagreement_score":0.93320847,"about_ca_system_score_codex":0.00014705771,"about_ca_system_score_gemma":0.0006114444,"threshold_uncertainty_score":0.9997387},"labels":[],"label_agreement":null},{"id":"W1971613794","doi":"10.1212/01.con.0000446105.67173.a8","title":"Evaluation and Management of Cerebral Venous Thrombosis","year":2014,"lang":"en","type":"review","venue":"CONTINUUM Lifelong Learning in Neurology","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Thrombophilia; Venous thrombosis; Thrombosis; Stroke (engine); Magnetic resonance imaging; Intracranial Thrombosis; Cerebral venous sinus thrombosis; Intensive care medicine; Surgery; Radiology","score_opus":0.05189300010886078,"score_gpt":0.3516098715980976,"score_spread":0.2997168714892368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971613794","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023845997,0.97050023,0.000014649472,0.0002452609,0.00048421876,0.0022809084,0.0000031932018,0.00010231219,0.0025232034],"genre_scores_gemma":[0.009632428,0.9891498,0.00021866478,0.0001578139,0.00021724254,0.00017991029,0.00008510616,0.00012776046,0.00023127065],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956819,0.0013921452,0.0010634557,0.0008316737,0.00052196253,0.00050885364],"domain_scores_gemma":[0.99801534,0.00040025706,0.00075593777,0.00053803175,0.00017252423,0.00011790249],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00195374,0.00048646014,0.0032659895,0.00056571973,0.000067925794,0.000017639726,0.00021072882,0.0005932786,0.00011152145],"category_scores_gemma":[0.00045964646,0.00046086923,0.00032072305,0.0004422076,0.00022151739,0.00004385944,0.00025032996,0.0012293038,0.000046824065],"study_design_candidate":"design_other","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":[0.000036735746,0.00027093332,0.0066414108,0.025241768,0.0006078476,0.000064297004,0.00017510039,0.000008747904,0.0000025647685,0.00007486287,0.0002746308,0.9666011],"study_design_scores_gemma":[0.002568317,0.0030853685,0.0730269,0.015015816,0.008864615,0.00043043704,0.00002151352,0.00032551118,0.0000018935505,0.00005729328,0.89602417,0.0005781878],"about_ca_topic_score_codex":0.000049383485,"about_ca_topic_score_gemma":0.00006347626,"teacher_disagreement_score":0.9660229,"about_ca_system_score_codex":0.00010831927,"about_ca_system_score_gemma":0.00020049998,"threshold_uncertainty_score":0.9997843},"labels":[],"label_agreement":null},{"id":"W1986886966","doi":"10.1212/01.con.0000433288.30715.e3","title":"Present and Emerging Therapies for Multiple Sclerosis","year":2013,"lang":"en","type":"review","venue":"CONTINUUM Lifelong Learning in Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":28,"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":"Multiple sclerosis; Medicine; Neuroscience; Computer science; Data science; Psychology; Immunology","score_opus":0.1370579710776298,"score_gpt":0.36474678923893117,"score_spread":0.22768881816130138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986886966","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041036145,0.9891144,0.00004030884,0.0021327797,0.00033884685,0.0039867787,0.000010632291,0.00015584979,0.00011681437],"genre_scores_gemma":[0.0010519489,0.9933208,0.00045727228,0.00019144847,0.0009203712,0.0024473784,0.000060992104,0.00015858572,0.0013911766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99613386,0.0007630197,0.0008843528,0.0010053221,0.00027834735,0.00093511917],"domain_scores_gemma":[0.9949019,0.0038741943,0.0004025029,0.000434144,0.00018501522,0.0002022508],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000748463,0.0006041178,0.0027863367,0.00063392066,0.00022102175,0.00007384934,0.000257666,0.00051019626,0.000048750364],"category_scores_gemma":[0.003540729,0.00048652414,0.00040923944,0.00030320295,0.00034907248,0.00008453694,0.00041640998,0.0017045685,0.00003306615],"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":[0.0000950136,0.00007187193,0.011313664,0.008503658,0.0003018402,0.000020545087,0.00035573135,0.0000033230178,0.000050502316,0.0000033146835,0.0039666626,0.9753139],"study_design_scores_gemma":[0.0017975891,0.00059593935,0.01449246,0.0035697322,0.00024024349,0.0000365024,0.000041583866,0.00047513747,0.000002561413,0.0000044729104,0.9784146,0.0003292069],"about_ca_topic_score_codex":0.00008733818,"about_ca_topic_score_gemma":0.00006308697,"teacher_disagreement_score":0.97498465,"about_ca_system_score_codex":0.000046007088,"about_ca_system_score_gemma":0.00013203929,"threshold_uncertainty_score":0.99975866},"labels":[],"label_agreement":null},{"id":"W2001927748","doi":"10.1212/01.con.0000433284.07844.6b","title":"General Health Issues in Multiple Sclerosis","year":2013,"lang":"en","type":"review","venue":"CONTINUUM Lifelong Learning in Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":91,"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 Toronto; Health Sciences Centre","funders":"","keywords":"Login; Internet privacy; Publishing; Personally identifiable information; Computer science; Health information; Scientific publishing; World Wide Web; Computer security; Health care; Political science; Law","score_opus":0.17227810193130402,"score_gpt":0.3911885685739481,"score_spread":0.2189104666426441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001927748","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008826318,0.9833167,0.00000381986,0.003927931,0.00050878595,0.002983996,0.000008350879,0.00019286286,0.0002312309],"genre_scores_gemma":[0.0007068507,0.99281377,0.00042667898,0.00092451187,0.0008477654,0.0010163232,0.00013405218,0.00018426761,0.0029457721],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920988,0.002751684,0.0017376854,0.0013340593,0.00047904183,0.0015987374],"domain_scores_gemma":[0.99655664,0.0016154218,0.0006465088,0.00070011703,0.00013343392,0.00034785076],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001457422,0.00079146534,0.0048287865,0.0014216878,0.00015690859,0.00006198842,0.00046911422,0.0007298197,0.00015271525],"category_scores_gemma":[0.005429837,0.0006887332,0.00047732238,0.00089822814,0.00034305148,0.00010179073,0.00054633745,0.004434182,0.00038552555],"study_design_candidate":"design_other","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":[0.00006766052,0.00019968102,0.07150531,0.007495996,0.00010426157,0.00016597257,0.00032120434,0.000017923821,0.000015110149,0.0000038672797,0.009927189,0.9101758],"study_design_scores_gemma":[0.0018038431,0.0007156255,0.089008465,0.0075036027,0.000047797545,0.00005290373,0.0000170765,0.00028928736,9.610635e-7,0.0000018144051,0.9001793,0.0003792944],"about_ca_topic_score_codex":0.0018080001,"about_ca_topic_score_gemma":0.0017192111,"teacher_disagreement_score":0.90979654,"about_ca_system_score_codex":0.00024982294,"about_ca_system_score_gemma":0.0005682328,"threshold_uncertainty_score":0.99955636},"labels":[],"label_agreement":null},{"id":"W2081100250","doi":"10.1212/01.con.0000443842.18063.a9","title":"Movement Disorders in Pregnancy","year":2014,"lang":"en","type":"review","venue":"CONTINUUM Lifelong Learning in Neurology","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":12,"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 Alberta","funders":"National Institutes of Health; National Center for Complementary and Alternative Medicine; Parkinsonfonden; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Teva Pharmaceutical Industries; National Parkinson Foundation","keywords":"Login; Internet privacy; Publishing; Scientific publishing; Personally identifiable information; Computer science; World Wide Web; Computer security; Political science; Law","score_opus":0.03491839257813612,"score_gpt":0.36181293782809865,"score_spread":0.32689454524996253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081100250","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017589452,0.9898343,0.000019264495,0.0010616499,0.00043570518,0.0022953362,0.0000013398733,0.000120365235,0.0044731144],"genre_scores_gemma":[0.0011108059,0.9934504,0.00003376039,0.00025209144,0.0001993204,0.00066749397,0.00006660265,0.00018768506,0.0040318486],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940094,0.0019396595,0.0013128312,0.0011483864,0.00044753196,0.001142213],"domain_scores_gemma":[0.99743074,0.0011080543,0.0004367974,0.0007672757,0.000049452814,0.00020766111],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000998065,0.0006125364,0.0034616764,0.0015255472,0.000048715705,0.000034255074,0.00050084636,0.00089853624,0.00013257383],"category_scores_gemma":[0.0020142782,0.00055879593,0.00042767834,0.00088632345,0.00020845965,0.00005656196,0.00033747597,0.00467487,0.00031840894],"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":[0.000052294887,0.00020440853,0.06987346,0.017133903,0.00006392201,0.00095765037,0.00007432912,0.000026647947,0.0000012618333,0.0000431461,0.00032431894,0.9112447],"study_design_scores_gemma":[0.0014997671,0.0008635552,0.016172739,0.019223291,0.00010146816,0.00010992787,0.0000039391794,0.00010110562,1.928779e-7,0.0000581376,0.9614893,0.0003765479],"about_ca_topic_score_codex":0.00010900018,"about_ca_topic_score_gemma":0.0006363305,"teacher_disagreement_score":0.961165,"about_ca_system_score_codex":0.00013958517,"about_ca_system_score_gemma":0.0004532872,"threshold_uncertainty_score":0.99968636},"labels":[],"label_agreement":null},{"id":"W4253833917","doi":"10.1212/01.con.0000431391.49402.8f","title":"Diagnostic Coding for Epilepsy","year":2013,"lang":"en","type":"article","venue":"CONTINUUM Lifelong Learning in Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Coding (social sciences); Epilepsy; Psychology; Business; Psychiatry; Sociology","score_opus":0.017088202430620442,"score_gpt":0.28602836408366944,"score_spread":0.268940161653049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253833917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851494,0.00029613607,0.00022583044,0.010866463,0.00025179647,0.0013521212,0.000001312187,0.00012559316,0.001731382],"genre_scores_gemma":[0.9946061,0.00012802306,0.0003782159,0.0015257675,0.00030269448,0.0007515189,0.00003294301,0.000039901293,0.0022348627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983396,0.00018042074,0.00030398648,0.00039816054,0.00013600414,0.0006418156],"domain_scores_gemma":[0.9965591,0.002818941,0.00007696713,0.00021616361,0.0001236479,0.00020519651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029253046,0.00016609984,0.00040473134,0.00016411276,0.00009358611,0.00003014376,0.00009969984,0.00014286826,0.00019707967],"category_scores_gemma":[0.005353367,0.00014803254,0.00010292623,0.00015935324,0.0001026553,0.00007418688,0.00005643653,0.00060480175,0.00031267537],"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":[0.00020546025,0.00013518339,0.9825906,0.000056750116,0.00003281125,0.00023956213,0.000101180885,0.000019378376,0.0013050191,0.000115274575,0.0067707044,0.008428033],"study_design_scores_gemma":[0.0035090863,0.0023454686,0.976325,0.000054995682,0.000027563621,0.000098359444,0.000025411216,0.0012094493,0.00039710174,0.00026152033,0.015623667,0.00012239756],"about_ca_topic_score_codex":0.0000829383,"about_ca_topic_score_gemma":0.0000620563,"teacher_disagreement_score":0.009456708,"about_ca_system_score_codex":0.0000272713,"about_ca_system_score_gemma":0.000069944326,"threshold_uncertainty_score":0.64088666},"labels":[],"label_agreement":null},{"id":"W52471699","doi":"10.1212/01.con.0000429173.35439.9c","title":"Incorporating New Diagnostic Schemas, Genetics, and Proteinopathy into the Evaluation of Frontotemporal Degeneration","year":2013,"lang":"en","type":"review","venue":"CONTINUUM Lifelong Learning in Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Frontotemporal dementia; C9orf72; Frontotemporal lobar degeneration; Degeneration (medical); Psychology; Corticobasal degeneration; Primary progressive aphasia; Neuroscience; Aphasia; Semantic dementia; Dementia; Disease; Pathology; Medicine","score_opus":0.06378519582802968,"score_gpt":0.3703567530034379,"score_spread":0.30657155717540824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W52471699","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1751544,0.8202386,0.00011902446,0.00047567565,0.00014543437,0.0036947022,5.762717e-7,0.000023725213,0.00014786262],"genre_scores_gemma":[0.06113795,0.9356033,0.0006802716,0.00014612878,0.000637603,0.0009724179,0.00015549822,0.00007695295,0.0005898377],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954784,0.0022448162,0.0008470104,0.00053539826,0.0005759401,0.00031845985],"domain_scores_gemma":[0.99763083,0.0008781647,0.00066586887,0.00029161674,0.00041159318,0.000121942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024510247,0.0003211611,0.0010858083,0.00031334194,0.00010199255,0.00004500929,0.00015122653,0.00032865332,0.000067646746],"category_scores_gemma":[0.005593532,0.00023266622,0.00012596617,0.0002876193,0.00021233862,0.00007603001,0.00019069693,0.0011531988,0.000022351613],"study_design_candidate":"design_other","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":[0.000023851642,0.000047685295,0.09024141,0.001699246,0.000054550866,0.000021466132,0.00023951789,0.000007099246,0.00006723509,0.0000131254865,0.00016235626,0.9074225],"study_design_scores_gemma":[0.008862319,0.0071742083,0.1976933,0.014223667,0.005430492,0.0004297237,0.00022080728,0.0068421285,0.0004329768,0.00066822645,0.7567642,0.0012579688],"about_ca_topic_score_codex":0.00020854344,"about_ca_topic_score_gemma":0.00021964406,"teacher_disagreement_score":0.90616447,"about_ca_system_score_codex":0.000049468727,"about_ca_system_score_gemma":0.0010220817,"threshold_uncertainty_score":0.9487853},"labels":[],"label_agreement":null}]}