{"id":"W4411846581","doi":"10.3899/jrheum.2025-0314.pod11","title":"Inequities in Fee-for-Service Remuneration Affecting Rheumatologists and Patient-Centered Care Across Canada: An Environmental Scan","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Alberta Hospital Edmonton; University of British Columbia; Centre Hospitalier Universitaire de Sherbrooke; University of Regina; University of Alberta; University of Manitoba; Research Canada; Sunnybrook Hospital; Dalhousie University; Royal Victoria Hospital; University of Toronto","funders":"","keywords":"Medicine; Remuneration; Fee-for-service; Service (business); Family medicine; Physical therapy; Health care; Finance; Economic growth; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005908296,0.0005192398,0.000959665,0.006372372,0.006166259,0.003787472,0.002046256,0.0005617815,0.002973887],"category_scores_gemma":[0.01577092,0.0004546632,0.001268792,0.02238195,0.002849793,0.001332851,0.003572819,0.001245241,0.0001047591],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1110934,"about_ca_system_score_gemma":0.1595425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981636,"about_ca_topic_score_gemma":0.9982735,"domain_scores_codex":[0.9857203,0.001677607,0.001046425,0.001968157,0.005044857,0.004542748],"domain_scores_gemma":[0.979409,0.002443446,0.003558806,0.0008316996,0.01124008,0.002516916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007767004,0.00004002036,0.9608669,0.0003386463,0.0003029602,0.000120119,0.005147886,0.0006118851,0.000150378,0.005798834,0.003455368,0.02308942],"study_design_scores_gemma":[0.000005417037,0.00001932332,0.9904923,0.0002884824,0.00008764326,0.00003917896,0.004193398,0.0006286753,0.00005980508,0.0003741088,0.003779697,0.00003195106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435943,0.01045286,0.001232096,0.01041751,0.00006965567,0.0001976094,0.0180907,0.0000629529,0.01588239],"genre_scores_gemma":[0.9964444,0.001078684,0.0005206366,0.0003026684,0.000009433239,0.00003152066,0.001212215,0.0000141221,0.0003864658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8889066,"threshold_uncertainty_score":0.806043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647393307844865,"score_gpt":0.2641504246551498,"score_spread":0.2376764915767012,"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."}}