{"id":"W2793127534","doi":"10.1080/10872981.2018.1438719","title":"The challenges of implementing advanced access for residents in family medicine in Quebec. Do promising strategies exist?","year":2018,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Réseau de recherche portant sur les interventions en sciences infirmières du Québec","keywords":"Medicine; Family medicine; Medical education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.007705423,0.0002794229,0.0002232878,0.0003194971,0.0105885,0.003929671,0.002690875,0.002084244,0.0039921],"category_scores_gemma":[0.01490216,0.0002818104,0.0002852771,0.0006857667,0.003596703,0.002596526,0.00366086,0.00255228,0.0002437029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05484166,"about_ca_system_score_gemma":0.1613967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9378945,"about_ca_topic_score_gemma":0.9723418,"domain_scores_codex":[0.9935408,0.002508899,0.0001744007,0.000380907,0.0008650762,0.002530009],"domain_scores_gemma":[0.9816911,0.002964187,0.001571174,0.0003916585,0.003854945,0.009526932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003583724,0.001089417,0.2456167,0.002959724,0.0001299502,0.006162243,0.2382557,0.003283161,0.005864287,0.01221544,0.07251467,0.4115504],"study_design_scores_gemma":[0.00009338222,0.0007680135,0.4072472,0.00294244,0.00007371217,0.001083906,0.466482,0.002777421,0.0009557635,0.00209396,0.1152968,0.000185415],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7855781,0.006933356,0.00207286,0.1832095,0.0003586094,0.0005045295,0.0002927038,0.0001344808,0.02091589],"genre_scores_gemma":[0.9811875,0.002106306,0.00399541,0.008728031,0.00003695651,0.000161318,0.00009103016,0.00001162578,0.003681815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06210554,"threshold_uncertainty_score":0.3979059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245412988740792,"score_gpt":0.5750712432050565,"score_spread":0.4505299443309774,"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."}}