{"id":"W4396592927","doi":"10.1093/ptj/pzae066","title":"Prognostic Factors and Treatment Effect Modifiers for Physical Health, Opioid Prescription, and Health Care Utilization in Patients With Musculoskeletal Disorders in Primary Care: Exploratory Secondary Analysis of the STEMS Randomized Trial of Direct Access to Physical Therapist–Led Care","year":2024,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; McGill University","funders":"Medical Research Council; Keele University; National Health and Medical Research Council; Chartered Society of Physiotherapy Charitable Trust","keywords":"Medicine; Randomized controlled trial; Medical prescription; Exploratory analysis; Physical therapy; Health care; Primary care; Alternative medicine; Family medicine; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006720156,0.0009066059,0.002375273,0.0006007717,0.0005169124,0.0009340086,0.0007173028,0.001237376,0.002874563],"category_scores_gemma":[0.01238723,0.0005494784,0.005361701,0.0008053377,0.0008681428,0.0007137393,0.0009012501,0.001611261,0.0001766695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029786,"about_ca_system_score_gemma":0.001653646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046522,"about_ca_topic_score_gemma":0.003054217,"domain_scores_codex":[0.9933027,0.004744922,0.0004565853,0.0006433986,0.0004317344,0.0004206603],"domain_scores_gemma":[0.9920013,0.003775092,0.002507938,0.0007297115,0.0003750956,0.0006108427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8713832,0.009331732,0.08453789,0.001224101,0.01045023,0.00006390453,0.0001634152,0.0008303689,0.000859893,0.0001424123,0.000523159,0.02048966],"study_design_scores_gemma":[0.6001191,0.1532951,0.2271837,0.0002437292,0.01312189,0.00009542071,0.0001924664,0.003593179,0.000869756,0.0006545223,0.0005685588,0.00006258487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996128,0.001567995,0.0003330171,0.0001410632,0.00005874112,0.001051098,0.0004225974,0.00001697867,0.0002804941],"genre_scores_gemma":[0.9968538,0.0003265033,0.000823229,0.0001158088,0.0001191588,0.001207145,0.0003904025,0.00000273564,0.0001612249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006720156,"threshold_uncertainty_score":0.03553998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653641696440641,"score_gpt":0.3276573603125028,"score_spread":0.3111209433480964,"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."}}