{"meta":{"query_hash":"f22f79321a35","filters":{"venue":"Advances and technical standards in neurosurgery"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/f22f79321a35","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+and+technical+standards+in+neurosurgery"},"results":[{"id":"W2232487759","doi":"10.1007/978-3-319-01065-6_4","title":"Imaging of the Craniovertebral Junction Anomalies in Children","year":2013,"lang":"en","type":"article","venue":"Advances and technical standards in neurosurgery","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Skull; Anatomy; Basilar invagination; Hydrocephalus; Dysplasia; Radiology; Surgery; Pathology","score_opus":0.00421628761982953,"score_gpt":0.2438770811166193,"score_spread":0.23966079349678976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232487759","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":[0.92486584,0.025124067,0.008397644,0.0033177633,0.00011071641,0.00013020773,0.0011322493,0.00018114693,0.03674038],"genre_scores_gemma":[0.9664149,0.018271146,0.013326607,0.00029599882,0.00029338239,0.000055334498,0.00029426703,0.000058960308,0.0009893831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995764,0.00008756572,0.00009154659,0.00005516279,0.00009272673,0.00009665236],"domain_scores_gemma":[0.99926883,0.00031339756,0.0001763734,0.00004437062,0.00011207833,0.00008485229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007314814,0.000532086,0.0003892794,0.0040279916,0.00046364407,0.0009309767,0.000602705,0.0009136438,0.001832123],"category_scores_gemma":[0.0038999987,0.00051262253,0.00026046467,0.0016814227,0.0008723219,0.0015833518,0.0005980765,0.0009716095,0.0002894734],"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":[0.0005005341,0.00016493684,0.59089345,0.0009963474,0.00013949619,0.20510636,0.00086706266,0.004310553,0.05338063,0.004387155,0.0055636144,0.13368985],"study_design_scores_gemma":[0.000052233234,0.00026177824,0.48205227,0.00067365187,0.00020601148,0.47814777,0.0012744068,0.0038353282,0.022075677,0.0015754361,0.009774499,0.00007094356],"about_ca_topic_score_codex":0.0058771167,"about_ca_topic_score_gemma":0.0050560026,"teacher_disagreement_score":0.0058771167,"about_ca_system_score_codex":0.0007532021,"about_ca_system_score_gemma":0.0014246005,"threshold_uncertainty_score":0.011685789},"labels":[],"label_agreement":null},{"id":"W4292267100","doi":"10.1007/978-3-030-99166-1_13","title":"Efficacy of Selective Dorsal Rhizotomy and Intrathecal Baclofen Pump in the Management of Spasticity","year":2022,"lang":"en","type":"article","venue":"Advances and technical standards in neurosurgery","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Western University; University of Ottawa","funders":"","keywords":"Rhizotomy; Spasticity; Medicine; Cerebral palsy; Baclofen; Etiology; Anesthesia; Incidence (geometry); Dorsum; Surgery; Physical therapy; Internal medicine","score_opus":0.009816533500516766,"score_gpt":0.2812790555432044,"score_spread":0.27146252204268767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292267100","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":[0.9872197,0.009877423,0.0005729956,0.00022269029,0.000106418825,0.0000467848,0.00004701815,0.000037014837,0.0018700745],"genre_scores_gemma":[0.99652666,0.00241973,0.0004516966,0.000078062214,0.0001154998,0.000017082,0.000050348484,0.0000044457406,0.00033656656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997904,0.00005832842,0.000024597228,0.000031472395,0.00005064371,0.00004467962],"domain_scores_gemma":[0.9996456,0.00015583706,0.000047355643,0.000031629104,0.000040785057,0.000078851255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003302824,0.00032457878,0.00069134485,0.00029333396,0.00018780584,0.00030070436,0.00031057408,0.00033963754,0.0011203303],"category_scores_gemma":[0.00088845653,0.00010025961,0.00037589806,0.00019610598,0.00040481653,0.00041160142,0.00014597249,0.00059665565,0.00014424419],"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":[0.21505061,0.008309631,0.012739895,0.0015041732,0.00086223905,0.0022281953,0.00035240344,0.0021906984,0.07706585,0.0006864925,0.0011161953,0.6778936],"study_design_scores_gemma":[0.040541038,0.38338363,0.43099442,0.0007663353,0.005585812,0.01515076,0.0009554717,0.0218722,0.0831342,0.0013412036,0.016068025,0.00020697634],"about_ca_topic_score_codex":0.0014242635,"about_ca_topic_score_gemma":0.0025539752,"teacher_disagreement_score":0.0014242635,"about_ca_system_score_codex":0.0002813385,"about_ca_system_score_gemma":0.00085974607,"threshold_uncertainty_score":0.0037478805},"labels":[],"label_agreement":null},{"id":"W4410903629","doi":"10.1007/978-3-031-86441-4_1","title":"Introduction","year":2025,"lang":"en","type":"review","venue":"Advances and technical standards in neurosurgery","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine","score_opus":0.015742421804838414,"score_gpt":0.34882665823187214,"score_spread":0.3330842364270337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410903629","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00079471676,0.7503866,0.005898293,0.009236102,0.020791944,0.00021066454,0.0018017555,0.00057527894,0.21030469],"genre_scores_gemma":[0.008669089,0.6829072,0.005681175,0.01793273,0.0082054585,0.00026579728,0.0031701287,0.00020831217,0.27296007],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944943,0.00011390113,0.0000573919,0.000116098345,0.00019037977,0.00007273207],"domain_scores_gemma":[0.99945444,0.00015293786,0.000064998334,0.000046984947,0.00019972668,0.00008094938],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009227844,0.00084258127,0.00074483873,0.0016302739,0.0004759961,0.002774689,0.0011851669,0.0016872525,0.14030313],"category_scores_gemma":[0.0030817462,0.0002201653,0.00064088416,0.0013430051,0.00067067385,0.0020843977,0.002026438,0.0017354103,0.06400813],"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":[0.000081354665,0.00003315214,0.00014297864,0.0050899573,0.000018438577,0.00017248621,0.000093926355,0.00012134485,0.00054324546,0.01475913,0.25137752,0.7275664],"study_design_scores_gemma":[0.000008209111,0.000016450156,0.00012273331,0.0015418509,0.000009534004,0.00031684188,0.000024478892,0.000012398899,0.000106695414,0.001444192,0.9963924,0.000004222099],"about_ca_topic_score_codex":0.0016733508,"about_ca_topic_score_gemma":0.0020408838,"teacher_disagreement_score":0.85969687,"about_ca_system_score_codex":0.00071734656,"about_ca_system_score_gemma":0.0025019194,"threshold_uncertainty_score":0.46936077},"labels":[],"label_agreement":null},{"id":"W4410903699","doi":"10.1007/978-3-031-86441-4_8","title":"Rhizotomy Surgery at the Conus Medullaris","year":2025,"lang":"en","type":"review","venue":"Advances and technical standards in neurosurgery","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Conus medullaris; Medicine; Rhizotomy; Anatomy; Surgery; Conus; Spinal cord; Dorsum","score_opus":0.022929089844578383,"score_gpt":0.35036156348339936,"score_spread":0.327432473638821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410903699","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":[0.00007796721,0.9992772,0.00007130051,0.00008742338,0.00010380744,0.0000020041527,0.000009278826,0.0000036621814,0.0003673538],"genre_scores_gemma":[0.00074944564,0.9984566,0.00013905941,0.00013848109,0.00021841511,0.0000040413884,0.000024930458,0.0000013659923,0.00026768082],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997545,0.00003292535,0.00004990871,0.0000536218,0.000088236164,0.000020885558],"domain_scores_gemma":[0.9994423,0.00034252784,0.00009265886,0.0000123371365,0.00008125236,0.000028923083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007069228,0.0009864875,0.0016990781,0.0028511956,0.00023934864,0.0011445241,0.0010004243,0.0008471588,0.0038313584],"category_scores_gemma":[0.001123374,0.000264531,0.0007252047,0.0024167062,0.0006209861,0.001297539,0.00063363585,0.0014840432,0.0014692429],"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":[0.0001104662,0.000042874715,0.00017795377,0.026924346,0.00015564318,0.0002618392,0.000019720856,0.0002534915,0.00079279096,0.0012371581,0.011192279,0.9588314],"study_design_scores_gemma":[0.00022367595,0.00046694605,0.005253973,0.0240032,0.0012141333,0.00837649,0.00017631192,0.00041390277,0.0011666607,0.0037132467,0.9548944,0.000097021286],"about_ca_topic_score_codex":0.0017299717,"about_ca_topic_score_gemma":0.004043587,"teacher_disagreement_score":0.0038313584,"about_ca_system_score_codex":0.000577968,"about_ca_system_score_gemma":0.0014850816,"threshold_uncertainty_score":0.012817144},"labels":[],"label_agreement":null},{"id":"W4410904191","doi":"10.1007/978-3-031-86441-4_6","title":"Selection of Children with Spasticity Other Than Cerebral Palsy: Indications, Long-Term Outcome, and Exclusion Criteria","year":2025,"lang":"en","type":"review","venue":"Advances and technical standards in neurosurgery","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; University of Saskatchewan","funders":"","keywords":"Medicine; Cerebral palsy; Spasticity; Physical medicine and rehabilitation; Term (time); Outcome (game theory); Selection (genetic algorithm); Physical therapy; Pediatrics","score_opus":0.02041178979264587,"score_gpt":0.3526415651357862,"score_spread":0.33222977534314035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410904191","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":[0.0033724448,0.9941672,0.0004606487,0.0005661088,0.00026105926,0.00008990779,0.00020567172,0.0000062625636,0.0008705711],"genre_scores_gemma":[0.017484821,0.9765621,0.0023496435,0.0010652102,0.0006608291,0.00024686442,0.001076363,0.000007685892,0.00054639287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902546,0.00018644307,0.00038797563,0.000121697194,0.00022047719,0.00005791197],"domain_scores_gemma":[0.99853957,0.0007954224,0.0003703784,0.000022225926,0.00020674398,0.00006557105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019877742,0.00083855493,0.0040301993,0.00180231,0.00032500207,0.001091869,0.0010255538,0.001027133,0.0016402502],"category_scores_gemma":[0.0036419653,0.00016376206,0.0014541841,0.0015725872,0.00040618822,0.0006843373,0.00052771653,0.0010263989,0.00038241385],"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":[0.0008153661,0.00013671406,0.015439183,0.048834637,0.0006830904,0.0007608489,0.00012032994,0.0002500581,0.0011304055,0.0015493468,0.013170611,0.9171095],"study_design_scores_gemma":[0.0024414428,0.0013083965,0.18047985,0.29219157,0.015508691,0.024452172,0.0015728242,0.0015534192,0.0029536134,0.009699733,0.467464,0.0003742842],"about_ca_topic_score_codex":0.0018785204,"about_ca_topic_score_gemma":0.004269568,"teacher_disagreement_score":0.0040301993,"about_ca_system_score_codex":0.00053598435,"about_ca_system_score_gemma":0.002889893,"threshold_uncertainty_score":0.010512471},"labels":[],"label_agreement":null}]}