{"id":"W3011162399","doi":"10.1186/s12875-020-01109-w","title":"Evaluation of the implementation and associated effects of advanced access in university family medicine groups: a study protocol","year":2020,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Hôpital Charles-Le Moyne; McGill University; École Nationale d'Administration Publique; Université Laval; Université de Montréal; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; Health care; Intervention (counseling); Protocol (science); Nursing; Primary care; Implementation research; Focus group; Medical education; Family medicine; Alternative medicine; Marketing; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004045037,0.0001011831,0.0003122247,0.00007478797,0.0001797746,0.000002547244,0.0002070098,0.00007390368,0.00002146607],"category_scores_gemma":[0.005404651,0.00007636125,0.00002399467,0.0006244591,0.00003833595,0.0005966867,0.0002300345,0.0003263625,0.000001496063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004487756,"about_ca_system_score_gemma":0.001612332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002686175,"about_ca_topic_score_gemma":0.002123613,"domain_scores_codex":[0.9928152,0.005512251,0.0005334506,0.0002080621,0.0007524333,0.0001785767],"domain_scores_gemma":[0.9948925,0.003201752,0.0009703477,0.0001871523,0.000690798,0.00005742954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001848924,0.0005092829,0.9485321,0.002263298,0.0001049766,0.000004211656,0.02925467,0.0000272486,0.003415141,0.0002054383,0.003857806,0.009976909],"study_design_scores_gemma":[0.01241177,0.0005415386,0.9034476,0.000135738,0.0002894155,6.523059e-8,0.08132767,0.00009389166,0.00002490139,0.00005156895,0.001617854,0.00005801803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836613,0.00006172982,0.00004774484,0.002751776,0.0001591348,0.1096143,0.000008207231,0.0000202706,0.003675594],"genre_scores_gemma":[0.9881262,0.00002437039,0.0001105097,0.005332876,0.00003446783,0.006339684,0.000005565839,0.00001064931,0.00001571733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1044649,"threshold_uncertainty_score":0.6470262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2122672575204439,"score_gpt":0.5496260161957607,"score_spread":0.3373587586753168,"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."}}