{"id":"W2316884817","doi":"10.1097/brs.0b013e3182a7f4bf","title":"Diagnosis, Heritability, and Outcome Assessment in Cervical Myelopathy","year":2013,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Myelopathy; Heritability; Cervical spine; Outcome (game theory); Surgery; Spinal cord; Psychiatry; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003799959,0.0003690638,0.0005330129,0.003348432,0.000431343,0.0008614283,0.0003503182,0.0005318753,0.00104508],"category_scores_gemma":[0.01325973,0.0002337214,0.0004951209,0.001334262,0.000715968,0.0009201422,0.0008335047,0.0004582096,0.0001732796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004467561,"about_ca_system_score_gemma":0.0005677003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911686,"about_ca_topic_score_gemma":0.002938047,"domain_scores_codex":[0.9979381,0.0008725982,0.0003389279,0.0002285118,0.0004902101,0.000131544],"domain_scores_gemma":[0.9939511,0.003613421,0.001507753,0.0002961786,0.0005041445,0.0001273537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000682795,0.00003738804,0.8935136,0.0003264291,0.0001842634,0.001645608,0.000624113,0.0003852075,0.0006853141,0.001389022,0.001488476,0.09965236],"study_design_scores_gemma":[0.000007868583,0.0001004934,0.9842144,0.0005738526,0.0003450513,0.005852447,0.0005234935,0.0007292962,0.0005043371,0.003401561,0.003713812,0.00003334604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7802649,0.1681362,0.02335902,0.01025035,0.001030273,0.00025948,0.001529048,0.0001980733,0.01497261],"genre_scores_gemma":[0.9575843,0.03405268,0.006325133,0.0002594602,0.0005669368,0.00007339664,0.0005646824,0.00002610933,0.0005473288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003799959,"threshold_uncertainty_score":0.02009636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147697640119515,"score_gpt":0.3251183698326627,"score_spread":0.3036413934314675,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}