{"id":"W4406229932","doi":"10.1002/msc.70047","title":"Quality of Non‐Surgical and Non‐Pharmacological Knee Osteoarthritis Care in the Maritimes","year":2025,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; University of British Columbia; Dalhousie University","funders":"Killam Trusts; Research Nova Scotia; Nova Scotia Health Research Foundation","keywords":"Medicine; Ambulatory; Osteoarthritis; Physical therapy; Body mass index; Observational study; Health care; Quality of life (healthcare); Ambulatory care; Logistic regression; Cross-sectional study; Internal medicine; Alternative medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001330721,0.0002048123,0.0003712244,0.001183089,0.0009865307,0.00139096,0.001004902,0.0002734157,0.002369991],"category_scores_gemma":[0.01142617,0.0002117242,0.0005446966,0.002650919,0.0006615266,0.0003494153,0.0008554356,0.0003629996,0.0001245882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01181991,"about_ca_system_score_gemma":0.01309908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9264928,"about_ca_topic_score_gemma":0.9549859,"domain_scores_codex":[0.9973004,0.000493031,0.00022405,0.0002770564,0.001156049,0.0005492784],"domain_scores_gemma":[0.9932193,0.0006504327,0.002706048,0.0002292358,0.002055832,0.001139132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002338541,0.00003986523,0.9838732,0.0001653845,0.0001740287,0.00005247513,0.0005385965,0.0002953104,0.0001841521,0.0001009568,0.001048163,0.01329402],"study_design_scores_gemma":[0.000008051749,0.00003016512,0.9986055,0.0000463771,0.00002885703,0.0000273015,0.0004704348,0.0002265232,0.00005341674,0.00001695196,0.000477231,0.000009037238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902435,0.001096013,0.0002256361,0.001093116,0.00002641302,0.00004765161,0.003172953,0.00001580419,0.004079022],"genre_scores_gemma":[0.9984097,0.0003154805,0.0002196615,0.00009510831,0.000009623387,0.00001149715,0.0006701241,0.000004132207,0.0002645399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07350725,"threshold_uncertainty_score":0.1478803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009866168025135059,"score_gpt":0.3166353165289001,"score_spread":0.3067691485037651,"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."}}