{"id":"W3094072041","doi":"10.1186/s12998-020-00345-2","title":"Reported 1-year prevalence of occupational musculoskeletal disorders in Ontario chiropractors","year":2020,"lang":"en","type":"article","venue":"Chiropractic & Manual Therapies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Memorial Chiropractic College","funders":"","keywords":"Chiropractic; Medicine; Representativeness heuristic; Family medicine; Physical therapy; Occupational safety and health; Alternative medicine; Psychology; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003879148,0.0002250275,0.0003833743,0.0001350298,0.00004934097,0.00001293006,0.0001125801,0.0001187469,0.001439156],"category_scores_gemma":[0.0009652668,0.0001841651,0.0002384051,0.0002944639,0.000206968,0.0003200979,0.00004137224,0.0004848306,0.0000339624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014772,"about_ca_system_score_gemma":0.0002815968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294785,"about_ca_topic_score_gemma":0.003163974,"domain_scores_codex":[0.9980637,0.0001303162,0.000638245,0.0004116415,0.0005229895,0.0002331307],"domain_scores_gemma":[0.9988796,0.0002187877,0.0003474997,0.0003122308,0.00009640576,0.000145466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001680861,0.0007181727,0.9676713,0.001613004,0.000222673,0.000008946377,0.01066393,0.00002668093,0.01053911,0.0005925684,0.00009848909,0.006164237],"study_design_scores_gemma":[0.001409581,0.0008173524,0.9911729,0.0001221313,0.00007145424,0.000005819883,0.001232463,0.0000603892,0.0001426307,0.0003109885,0.004468545,0.0001857242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924253,0.0002079896,0.00008640759,0.003014464,0.0001404702,0.0006718861,0.000005137877,0.0000571262,0.00339125],"genre_scores_gemma":[0.9970571,0.0001519755,0.001743562,0.0002396143,0.00008931346,0.00002704294,0.00004479435,0.00002758327,0.0006190617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0235016,"threshold_uncertainty_score":0.9994737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621392629973171,"score_gpt":0.3272182338830398,"score_spread":0.2910043075833081,"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."}}