{"id":"W4408295649","doi":"10.1080/02703181.2025.2473920","title":"Evaluation of a New Advanced Physiotherapy Practice Model of Care for Patients in a Geriatric Pain Management Clinic: A Prospective Observational Study","year":2025,"lang":"en","type":"article","venue":"Physical & Occupational Therapy In Geriatrics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Hôpital Maisonneuve-Rosemont; Centre for Interdisciplinary Research in Rehabilitation; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université Laval; Université de Montréal","funders":"","keywords":"Observational study; Medicine; Physical therapy; Pain management; Physical medicine and rehabilitation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001853622,0.0001663151,0.0004386246,0.0003748335,0.00003091418,0.000005644387,0.00009411311,0.00006089879,0.000007208689],"category_scores_gemma":[0.001357258,0.0001488443,0.000175878,0.00123112,0.00002962805,0.0001735799,0.00001905238,0.0001075508,4.411886e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003863861,"about_ca_system_score_gemma":0.0006456875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006254643,"about_ca_topic_score_gemma":0.00001919532,"domain_scores_codex":[0.9973909,0.0004308544,0.000682966,0.0003577515,0.000994455,0.0001431319],"domain_scores_gemma":[0.9965156,0.001113268,0.0003452837,0.0002245367,0.001768833,0.00003250146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02185066,0.02794452,0.5640423,0.001619499,0.0005224918,2.126444e-7,0.01272539,0.0484652,0.002000151,0.003988508,0.0001423969,0.3166987],"study_design_scores_gemma":[0.0173529,0.002619155,0.9018512,0.000117692,0.0001190501,8.071519e-9,0.001296209,0.06196593,0.00006401385,0.01447124,0.00002362251,0.0001190247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891198,0.0001978589,0.002808113,0.0001751618,0.00007924942,0.007330289,0.00002613863,0.0000105729,0.0002528707],"genre_scores_gemma":[0.987482,0.0001004385,0.01117957,0.0001315957,0.00006512193,0.0008660849,0.0001185694,0.00001548675,0.00004112781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3378089,"threshold_uncertainty_score":0.6069696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824654061161281,"score_gpt":0.4510187202571643,"score_spread":0.3827721796455514,"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."}}