{"id":"W2036619986","doi":"10.1136/bmjqs-2013-002293.78","title":"047 Identifying Factors Predictive of Managing Patients with Low Back Pain without Using X-Rays Among North American Chiropractors: Applying Psychological Theories to Evidence-Based Clinical Practice","year":2013,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université Laval; Université du Québec à Trois-Rivières; Ottawa Hospital; McGill University","funders":"","keywords":"Medicine; Clinical Practice; Alternative medicine; Chiropractic; Family medicine; Physical therapy; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002023839,0.0001770845,0.0002068427,0.001018262,0.0006097035,0.001063908,0.0004324257,0.0006147209,0.00267559],"category_scores_gemma":[0.01420353,0.0002284431,0.0004879811,0.001020451,0.0006519097,0.0004320516,0.0004465207,0.0006033723,0.0001953621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555489,"about_ca_system_score_gemma":0.004521722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04654171,"about_ca_topic_score_gemma":0.07065471,"domain_scores_codex":[0.9989316,0.0003451025,0.0001007312,0.0001081807,0.0003871014,0.0001271882],"domain_scores_gemma":[0.9901214,0.004805069,0.00325468,0.0002040696,0.0009813509,0.0006334404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008736717,0.0000476376,0.9965442,0.00002024621,0.00001801687,0.00001138983,0.0001560372,0.00003692924,0.00002216599,0.00001326468,0.00005811116,0.003063332],"study_design_scores_gemma":[0.000004672829,0.00004360687,0.9987464,0.00003863199,0.00001944038,0.00002616081,0.0006050043,0.0003639684,0.00001338906,0.00003540071,0.0001010847,0.000002113218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975303,0.0003606431,0.0001725396,0.0008552588,0.000008370948,0.00003399558,0.00007526729,0.000003774464,0.0009599015],"genre_scores_gemma":[0.9993073,0.0001891747,0.0002670113,0.00007752862,0.000009058978,0.00002112442,0.00006357582,6.336934e-7,0.00006470682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04654171,"threshold_uncertainty_score":0.09254158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07295013371505962,"score_gpt":0.4293254079781459,"score_spread":0.3563752742630864,"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."}}