{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002130773,0.0002951477,0.001467098,0.0002669527,0.00006189749,0.0000233257,0.00007066736,0.00004648072,4.806839e-7],"category_scores_gemma":[0.00004438186,0.0001513146,0.0004789629,0.0007881541,0.0001994843,0.0001393695,0.00002076815,0.000128249,3.883274e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374119,"about_ca_system_score_gemma":0.0002610593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002816266,"about_ca_topic_score_gemma":0.0002315285,"domain_scores_codex":[0.9978783,0.0007336689,0.0003755251,0.000456739,0.0003426554,0.000213183],"domain_scores_gemma":[0.9986513,0.0007677089,0.0001436082,0.000232691,0.0001003038,0.0001043972],"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":[0.2568895,0.003150244,0.1719047,0.01114191,0.001968115,1.473405e-7,0.2320749,0.0005004093,0.0004509612,0.00007981862,0.000005956263,0.3218334],"study_design_scores_gemma":[0.2392204,0.01444829,0.7409018,0.0005273697,0.000397948,9.971155e-9,0.002210908,0.001782896,0.0002360294,0.00006379338,0.00001638068,0.000194189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865263,0.002027661,0.00004830184,0.0001983267,0.0000916386,0.01097626,0.00009232474,0.00002342261,0.00001577539],"genre_scores_gemma":[0.9982268,0.0002008407,0.00001169988,0.00003636898,0.00006870826,0.001026387,0.0003964863,0.0000314553,0.000001281431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5689971,"threshold_uncertainty_score":0.6170429,"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."}}