{"id":"W2335339686","doi":"10.1017/s0317167100005771","title":"Clinical Equipoise and Treatment Decisions in Cervical Spondylotic Myelopathy","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cervical Spine Research Society","keywords":"Clinical equipoise; Medicine; Cervical spondylosis; Population; Orthopedic surgery; Myelopathy; Surgery; Radiological weapon; Randomized controlled trial; Physical therapy; Spinal cord; Alternative medicine; Pathology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009588583,0.0003314144,0.0008146937,0.00129835,0.00116029,0.0002825228,0.0008134972,0.0002813691,0.0001768835],"category_scores_gemma":[0.004283218,0.0002003289,0.0002970401,0.001574737,0.005855074,0.0004664883,0.00007714733,0.001324531,0.000005995922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003127498,"about_ca_system_score_gemma":0.003286234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122199,"about_ca_topic_score_gemma":0.1313863,"domain_scores_codex":[0.9949546,0.0007286732,0.00153979,0.0006030991,0.0007188119,0.001455036],"domain_scores_gemma":[0.9932362,0.00191189,0.0004923916,0.000160129,0.0003115265,0.003887846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003261875,0.00009047316,0.8504281,0.000003015532,0.000008519914,0.02300346,0.0001971555,0.00006021896,0.00001307652,0.0005518978,0.00002215013,0.1252958],"study_design_scores_gemma":[0.0007396925,0.06851032,0.8773578,0.00006396232,0.00004832035,0.04005855,0.0002173102,0.0004335867,0.00002022191,0.008424181,0.003926334,0.0001997145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892691,0.001506261,0.00005334438,0.005269439,0.000682287,0.0001980225,0.000004758234,0.00001323875,0.003003584],"genre_scores_gemma":[0.9913861,0.001530459,0.002946458,0.003683602,0.0004103948,0.000001184635,2.82006e-7,0.00001072525,0.00003076111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1302641,"threshold_uncertainty_score":0.9968504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07127913450276721,"score_gpt":0.3474561347457113,"score_spread":0.2761770002429441,"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."}}