{"id":"W2026523982","doi":"10.3138/ptc.2011-56","title":"Evaluation of an Advanced-Practice Physical Therapist in a Specialty Shoulder Clinic: Diagnostic Agreement and Effect on Wait Times","year":2012,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Referral; Patient satisfaction; Specialty; Physical therapy; Kappa; Orthopedic surgery; Concordance; Health care; Cohen's kappa; Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01194247,0.0001986772,0.0003367019,0.0008274289,0.0004889405,0.0008325157,0.0004615392,0.0005091344,0.001777672],"category_scores_gemma":[0.07275081,0.0002431895,0.0004233614,0.0006394952,0.0005742646,0.0008032725,0.001230596,0.0006419072,0.000263446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551866,"about_ca_system_score_gemma":0.00126054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002761448,"about_ca_topic_score_gemma":0.004117636,"domain_scores_codex":[0.9894147,0.005226259,0.001389301,0.0006997343,0.002699991,0.0005700919],"domain_scores_gemma":[0.8989549,0.05784666,0.02907154,0.001891937,0.007783069,0.00445194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003721463,0.0001181538,0.9919367,0.00004079126,0.0000307238,0.00006897519,0.001043998,0.0001280803,0.0002210227,0.00001524171,0.00005992235,0.005964253],"study_design_scores_gemma":[0.00002258334,0.001082238,0.9952593,0.00003571654,0.00002687567,0.0003646702,0.001770939,0.001014256,0.0002137056,0.00002916328,0.0001697803,0.00001077066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998921,0.0001546019,0.0002927397,0.00008929078,0.00000983561,0.00001967896,0.00003421516,0.000006948408,0.000471581],"genre_scores_gemma":[0.9995564,0.00003377006,0.0002798669,0.00001880777,0.000006594479,0.00001373507,0.00003260072,0.000001954842,0.00005639252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194247,"threshold_uncertainty_score":0.06315863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132902172970048,"score_gpt":0.4818703443471231,"score_spread":0.4405413226174226,"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."}}