{"id":"W3213473593","doi":"10.46747/cfp.6711805","title":"Alternative payment models","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Ottawa; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Primary care; Payment; Field (mathematics); Data science; Medicine; Primary health care; Computer science; Health care; Family medicine; World Wide Web; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001497151,0.0001690009,0.0003020225,0.0001135773,0.0007505412,0.0000129322,0.0002026517,0.0001232769,0.00007502642],"category_scores_gemma":[0.00001227035,0.0001732521,0.00009274661,0.0002719549,0.00003342409,0.0001883403,0.00006469724,0.0004955305,0.00111388],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996111,"about_ca_system_score_gemma":0.009103108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06316009,"about_ca_topic_score_gemma":0.1041023,"domain_scores_codex":[0.9979694,0.0002368162,0.0003282941,0.0003340338,0.0002052812,0.000926174],"domain_scores_gemma":[0.9983518,0.0001320227,0.00008947872,0.000444928,0.0002674693,0.0007142949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001111607,0.00003977309,0.000587984,0.0001405789,0.00009160599,0.000301268,0.001708903,0.0001122519,0.0004567079,0.113338,0.8426497,0.04056211],"study_design_scores_gemma":[0.0005295338,0.00002244898,0.00442344,0.00007397318,0.000020088,2.394922e-7,0.003096008,0.0003247001,0.00008056964,0.03150539,0.959653,0.0002705978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01128448,0.0012004,0.0002709535,0.009840439,0.001736702,0.0003754802,0.0002524215,0.00006717471,0.974972],"genre_scores_gemma":[0.1155742,0.0001503512,0.0002168173,0.876207,0.0008412463,0.000102122,0.0001450583,0.00004056549,0.006722682],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9682493,"threshold_uncertainty_score":0.9996639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07879351511539479,"score_gpt":0.3698214275367741,"score_spread":0.2910279124213793,"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."}}