{"id":"W2911603106","doi":"10.7202/1058251ar","title":"Prioritization of Referrals in Outpatient Physiotherapy Departments in Québec and Implications for Equity in Access","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Ottawa; Université Laval; Université de Montréal; Hôpital Maisonneuve-Rosemont; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé; Physiotherapy Foundation of Canada; Centre for Interdisciplinary Research in Rehabilitation","keywords":"Prioritization; Referral; Equity (law); Psychological intervention; Medicine; Context (archaeology); Physical therapy; Business; Nursing; Process management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005768168,0.00005176335,0.0001787518,0.0006081593,0.00002184915,0.00003435782,0.000139367,0.0001208926,0.000005201522],"category_scores_gemma":[0.0001368357,0.00005036787,0.00001823805,0.0003150754,0.00004256895,0.0003013955,0.00001764467,0.0001607091,5.564534e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877506,"about_ca_system_score_gemma":0.0006642143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4365097,"about_ca_topic_score_gemma":0.9542135,"domain_scores_codex":[0.9993083,0.00001407847,0.000395797,0.00007867779,0.00005205594,0.000151038],"domain_scores_gemma":[0.9994246,0.00003629734,0.0002686981,0.00008093491,0.0001679543,0.00002148178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001010882,0.00001509383,0.9667837,0.0002535316,0.000003382458,0.000001300955,0.0001657487,0.0000277659,0.0001436114,0.01868607,0.00005773694,0.01385195],"study_design_scores_gemma":[0.0009752783,0.00005488834,0.9748353,0.0003036218,0.000002920725,0.000001601583,0.0002799261,0.0001457321,0.0000404561,0.01313106,0.01014958,0.0000795944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903056,0.0003836053,0.00004303989,0.0086199,0.0001311351,0.0003542435,0.000007008949,0.000001734241,0.0001537032],"genre_scores_gemma":[0.9993443,0.00005094974,0.00005839107,0.0004802363,0.00004301838,0.000006627706,0.00000353088,0.000006713472,0.000006269965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5177038,"threshold_uncertainty_score":0.5672426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577308140353796,"score_gpt":0.4342795402512473,"score_spread":0.2765487262158677,"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."}}