{"id":"W4380870282","doi":"10.1177/08404704231181676","title":"Ten years later: A portrait of the implementation of the advanced access model in Quebec","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Portrait; Scale (ratio); Medicine; Nursing; Family medicine; Geography","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":[0.002187937,0.000249042,0.0002545929,0.001388109,0.008017168,0.004614049,0.001863149,0.001455933,0.004880957],"category_scores_gemma":[0.00393457,0.0002277927,0.000419842,0.002190041,0.003420618,0.001425988,0.001566123,0.002992443,0.0002889313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09119658,"about_ca_system_score_gemma":0.08711494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930998,"about_ca_topic_score_gemma":0.9952792,"domain_scores_codex":[0.9971756,0.0007177931,0.00008059015,0.0002071596,0.0006125012,0.001206363],"domain_scores_gemma":[0.9941497,0.0005872893,0.0004985527,0.0001979634,0.002634051,0.001932461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004653399,0.0006926479,0.333464,0.0008110736,0.000194622,0.004530204,0.2527098,0.003484462,0.005402546,0.08342198,0.09230734,0.222516],"study_design_scores_gemma":[0.00004021878,0.0002367959,0.6645404,0.000605983,0.00005397637,0.0003396119,0.08235279,0.001216452,0.0004407392,0.001123432,0.2489107,0.0001388894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7693464,0.007796881,0.002582215,0.07551382,0.0007862542,0.0004077861,0.003943214,0.0001402916,0.1394832],"genre_scores_gemma":[0.9731498,0.002098521,0.0009372104,0.004073388,0.00006587838,0.00007660458,0.0005596713,0.00003258928,0.01900634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09119658,"threshold_uncertainty_score":0.6616806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499147727564111,"score_gpt":0.3656883536846113,"score_spread":0.3406968764089702,"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."}}