{"id":"W2520988283","doi":"10.3138/ptc.2015-83","title":"How Do Physical Therapists Treat People with Knee Osteoarthritis, and What Drives Their Clinical Decisions? A Population-Based Cross-Sectional Survey","year":2016,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Electrotherapy; Medicine; Physical therapy; Psychological intervention; Osteoarthritis; Kinesiology; Population; Sports medicine; Physical medicine and rehabilitation; Alternative medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211921,0.0003237129,0.0005252528,0.00007079263,0.0002011528,0.0002746029,0.00007910112,0.00009003322,0.00006275603],"category_scores_gemma":[0.00004450699,0.0001852022,0.0001269448,0.0001834742,0.0001160301,0.0004325156,0.00001366193,0.0001093823,0.000002467357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676512,"about_ca_system_score_gemma":0.0006871711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02504019,"about_ca_topic_score_gemma":0.3612394,"domain_scores_codex":[0.9982132,0.00015676,0.0002481454,0.0005723553,0.0004698064,0.0003397857],"domain_scores_gemma":[0.9979959,0.001005559,0.0001205438,0.0004083175,0.0001705416,0.0002991794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295285,0.0001858353,0.7361014,0.000008202884,0.00006192653,0.00001863056,0.00004559642,9.493799e-7,0.00334028,0.00005011979,0.00007080604,0.2588209],"study_design_scores_gemma":[0.01150858,0.003317378,0.9819717,0.0002620127,0.0000151114,0.00002718552,0.0000644609,0.000025829,0.001694926,0.0001987234,0.000635932,0.000278192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969776,0.001150535,0.0001018878,0.0006972143,0.0002880002,0.0005489556,0.0001554674,0.00006075483,0.00001961499],"genre_scores_gemma":[0.9977449,0.0003867639,0.0001474651,0.000479547,0.0003390861,0.00007460519,0.0001585134,0.00006084116,0.0006082723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3361992,"threshold_uncertainty_score":0.9814522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187389782114788,"score_gpt":0.3003606645693833,"score_spread":0.2816216863579045,"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."}}