{"id":"W4388720632","doi":"10.1370/afm.22.s1.5025","title":"10 years later—a portrait of advanced access implementation by family physicians and nurse practitioners in Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Descriptive statistics; Schedule; Portrait; Population; Medicine; Family medicine; Nursing; Psychology; Medical education; Computer science; Geography; Environmental health; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008831027,0.00006248926,0.0001356157,0.0001474892,0.00002602981,0.00003611515,0.00007242299,0.00003483828,0.0001636925],"category_scores_gemma":[0.000008484285,0.0000649869,0.00001318411,0.0004418219,0.00001611565,0.0006230121,0.00003221701,0.00004492295,0.00001328233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003621952,"about_ca_system_score_gemma":0.00007163095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9707533,"about_ca_topic_score_gemma":0.9901482,"domain_scores_codex":[0.9993773,0.000005323776,0.0002066333,0.0001389082,0.0001092958,0.0001625094],"domain_scores_gemma":[0.9997226,0.00001235239,0.0001381954,0.00007790459,0.00004350895,0.000005452991],"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":[0.00004323034,0.00006986868,0.04352477,0.0006497673,0.0001585601,0.00006596831,0.00023039,0.00006739829,0.005539826,0.0114682,0.4791664,0.4590156],"study_design_scores_gemma":[0.0009274341,0.00001330248,0.4297603,0.00004133088,0.00004438586,4.251901e-7,0.0159919,0.0001688077,0.0002355503,0.0004287058,0.5521317,0.0002562192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926193,0.00002889857,0.000004667508,0.003455285,0.00009000717,0.0002306479,0.00001307154,0.00006791981,0.00349017],"genre_scores_gemma":[0.9975525,0.000009537755,0.000008231009,0.0007261481,0.00003305437,0.00002350526,0.0001123726,0.000009854516,0.001524808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4587594,"threshold_uncertainty_score":0.2650089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209114051237333,"score_gpt":0.2902457527808765,"score_spread":0.2781546122685032,"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."}}