{"id":"W4409715116","doi":"10.1016/j.joca.2025.02.280","title":"VOICES FROM THE CLINIC: A QUALITATIVE ANALYSIS OF PHYSIOTHERAPY STRATEGIES IN MUSCULOSKELETAL CARE FOR KNEE OSTEOARTHRITIS PATIENTS","year":2025,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; St Joseph's Health Centre; Western University","funders":"","keywords":"Osteoarthritis; Physical therapy; Medicine; Physical medicine and rehabilitation; Alternative medicine","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":[0.0002034123,0.0001792012,0.0006078554,0.0001915892,0.000117522,0.00003874533,0.00006971464,0.0001114678,0.00006930596],"category_scores_gemma":[0.0001177712,0.0001323579,0.0004149198,0.0006189472,0.0002599062,0.0001365532,0.00002841583,0.0001069407,0.000001189983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000217897,"about_ca_system_score_gemma":0.0000735822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004009088,"about_ca_topic_score_gemma":0.007997491,"domain_scores_codex":[0.9985532,0.0001860002,0.0005039242,0.0003564399,0.0001993778,0.0002010753],"domain_scores_gemma":[0.9987188,0.0006023854,0.0001301991,0.000267839,0.0002352759,0.00004552903],"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":[0.001491233,0.000612897,0.1540582,0.001382993,0.0005141426,0.000003869264,0.1073817,0.00002564682,0.01608752,0.00210283,0.0002462894,0.7160927],"study_design_scores_gemma":[0.0154747,0.007730408,0.6927136,0.001058416,0.001435056,1.5996e-7,0.2746664,0.00003913602,0.0006393665,0.00260236,0.003258732,0.000381659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855742,0.01103816,0.00004877789,0.0002792301,0.0001098602,0.001146514,0.0004760706,0.00001441222,0.001312717],"genre_scores_gemma":[0.9985893,0.0002259126,0.0001890592,0.0001758092,0.00002924127,0.0002070101,0.0004643743,0.0000131462,0.0001061748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7157111,"threshold_uncertainty_score":0.5397399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007057414709912243,"score_gpt":0.3363274101573617,"score_spread":0.3292699954474495,"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."}}