{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002276265,0.0001392727,0.0003531206,0.0000653944,0.00002669513,0.00002313328,0.00006031411,0.00008551779,0.00215361],"category_scores_gemma":[0.0001001715,0.0001055539,0.00005013089,0.0001945072,0.00006415851,0.00008195053,0.0001341286,0.0002820278,0.0001357924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006311649,"about_ca_system_score_gemma":0.00003407157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003879517,"about_ca_topic_score_gemma":0.0001001815,"domain_scores_codex":[0.9988593,0.00003760957,0.0003566009,0.0002857927,0.000203022,0.0002576022],"domain_scores_gemma":[0.9994061,0.00003927738,0.00003155232,0.0002453364,0.0000532867,0.0002244443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008675586,0.0002452759,0.8823571,0.0001753975,0.000005715604,0.00003280119,0.00005138855,1.747449e-7,0.0002339759,0.0005012086,0.00004471619,0.1163435],"study_design_scores_gemma":[0.0008513946,0.0001826464,0.9937911,0.00005526937,0.00001576671,0.0000257883,0.00007329039,0.0002238956,0.00007933944,0.001246938,0.003336476,0.0001181214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787683,0.0005081211,0.00006109296,0.01569286,0.00009768945,0.0005147323,0.000002434735,0.00005114262,0.004303565],"genre_scores_gemma":[0.995806,0.0001650147,0.002051044,0.001399037,0.000116065,0.0001851293,0.00001335995,0.00001456704,0.0002497225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162254,"threshold_uncertainty_score":0.9987586,"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."}}