{"id":"W4380422315","doi":"10.1097/j.pain.0000000000002957","title":"Association between physiotherapy utilization and medical healthcare utilization and costs in adults with back pain from Ontario, Canada: a population-based cohort study","year":2023,"lang":"en","type":"article","venue":"Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Trillium Health Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Physical therapy; Cohort; Confounding; Health care; Cohort study; Population; Low back pain; Back pain; Propensity score matching; Alternative medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006852255,0.0003288525,0.0004337658,0.0008086151,0.001860418,0.001006913,0.0008370489,0.0004116428,0.001362757],"category_scores_gemma":[0.001721164,0.0003842608,0.000761894,0.002644994,0.0004155691,0.0004029242,0.0006304017,0.0005315773,0.0001788074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00975944,"about_ca_system_score_gemma":0.01208059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9718146,"about_ca_topic_score_gemma":0.98035,"domain_scores_codex":[0.9990658,0.0000873329,0.00008238287,0.0001812445,0.00034595,0.0002372626],"domain_scores_gemma":[0.9981819,0.00007047622,0.0005978362,0.0001160971,0.0007430733,0.0002906436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002734184,0.00001547688,0.9989212,0.00001213268,0.00005239582,0.00002354078,0.0001284401,0.00001587589,0.00005446127,0.00001112806,0.000278452,0.0004595702],"study_design_scores_gemma":[0.000005570661,0.0000118783,0.999449,0.000008906367,0.00002343724,0.00001957605,0.0001536076,0.00007761041,0.00001037243,0.000004498191,0.0002328042,0.000002766805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937239,0.0005170503,0.0001151465,0.0001909631,0.00001140612,0.0000642565,0.00451079,0.000006659452,0.0008598728],"genre_scores_gemma":[0.9971789,0.0003045114,0.0001409439,0.0001031479,0.000008624453,0.00003290178,0.001693929,0.000002828271,0.0005340803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02818543,"threshold_uncertainty_score":0.07081002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487779417562847,"score_gpt":0.2937011582195999,"score_spread":0.2788233640439715,"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."}}