{"id":"W2465299191","doi":"10.1016/j.math.2016.05.602","title":"The art and science of mitigating risk: A qualitative study of the teaching and learning of cervical spine manipulation","year":2016,"lang":"en","type":"article","venue":"Manual Therapy","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Cervical spine; Qualitative research; Medical education; Manual therapy; Physical therapy; Alternative medicine; Surgery; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.003497704,0.00004919043,0.0001169703,0.00005532863,0.0002777594,0.000005339739,0.0000735712,0.00001997318,0.000005812273],"category_scores_gemma":[0.002179458,0.00002190791,0.00001259124,0.0002166564,0.0005755452,0.00005701956,0.00003781013,0.0001982892,1.508353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001780608,"about_ca_system_score_gemma":0.00003528303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005926274,"about_ca_topic_score_gemma":0.000003559894,"domain_scores_codex":[0.9988477,0.0003540734,0.0002791865,0.0001054753,0.0003376228,0.00007597372],"domain_scores_gemma":[0.9990477,0.000353319,0.0002684496,0.0001434714,0.0001728351,0.00001423245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000148828,0.0003840998,0.1100096,0.00005586957,0.00006691424,1.328992e-7,0.2645995,0.000006334963,0.1044802,0.007906569,0.00003922502,0.5123026],"study_design_scores_gemma":[0.001777532,0.001092621,0.8452265,0.0002548448,0.00002456284,0.000003525615,0.139973,0.000722293,0.009209989,0.001472736,0.0001885043,0.00005386874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976974,0.00005800798,0.0004079598,0.001298551,0.0000494094,0.0002828454,4.383322e-7,0.000004262699,0.0002011487],"genre_scores_gemma":[0.9987236,0.00002881555,0.001040971,0.00003507259,0.00002817288,0.00000639713,3.353399e-7,0.00000438537,0.0001323117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7352169,"threshold_uncertainty_score":0.2609173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114012772934398,"score_gpt":0.4000496514301526,"score_spread":0.3689095237008087,"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."}}