{"id":"W2520140075","doi":"10.1002/hpm.2380","title":"Perceptions of the first family physicians to adopt advanced access in the province of Quebec, Canada","year":2016,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Perception; Family medicine; Business; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001131453,0.00007338233,0.0001999452,0.00008865418,0.0002582342,0.000006690704,0.0008605081,0.00001825864,0.000009727162],"category_scores_gemma":[0.00005061085,0.00003148773,0.00003922413,0.0001039325,0.00003846211,0.0001001282,0.000212034,0.0002107411,6.911818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005267617,"about_ca_system_score_gemma":0.001264645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09379963,"about_ca_topic_score_gemma":0.4498133,"domain_scores_codex":[0.9982746,0.0002356079,0.0007001825,0.00007737583,0.0005123885,0.0001998353],"domain_scores_gemma":[0.9984188,0.0004949147,0.0007172566,0.0001701762,0.0001650959,0.00003376652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005331752,0.0001605199,0.1594957,0.001082562,0.0002026443,0.00003612556,0.01432876,0.001346484,0.00009134099,0.00498687,0.6531543,0.1645814],"study_design_scores_gemma":[0.0006094088,0.00005653229,0.8302672,0.001616199,0.00001153904,0.000002279372,0.008050451,0.000005373674,0.00000505738,0.0001751096,0.1591582,0.00004268303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5444543,0.00057208,0.0009152926,0.4498546,0.001283491,0.0008153066,0.0000375592,0.000003878012,0.002063539],"genre_scores_gemma":[0.941552,0.0005598633,0.00008842078,0.05686397,0.0001075318,0.00002123093,8.590098e-7,0.000005702731,0.0008004357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6707715,"threshold_uncertainty_score":0.9122348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03603460107686668,"score_gpt":0.4034891879995846,"score_spread":0.3674545869227179,"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."}}