{"id":"W6925005797","doi":"10.17605/osf.io/fcm6y","title":"Facilitators and barriers for the recruitment and retention of family physician anesthesiologists in Canada: a scoping review protocol","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Protocol (science); Narrative review; MEDLINE; Professional association; Empirical evidence; Narrative; Career Pathways","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1018261,0.003461214,0.00871526,0.02324696,0.008613927,0.009220798,0.006364255,0.005561092,0.04203351],"category_scores_gemma":[0.08576505,0.004564421,0.008646626,0.01962232,0.005509527,0.00520195,0.006075221,0.004220126,0.005707387],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04923842,"about_ca_system_score_gemma":0.2868183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1780352,"about_ca_topic_score_gemma":0.374282,"domain_scores_codex":[0.9637595,0.009439156,0.01521721,0.003190857,0.005573653,0.002819689],"domain_scores_gemma":[0.9134164,0.02230505,0.01019597,0.004976342,0.0453799,0.00372631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005020996,0.0008672107,0.00751449,0.7607371,0.001974487,0.002243818,0.02206698,0.001904921,0.001821631,0.008896864,0.07417914,0.1127724],"study_design_scores_gemma":[0.0118661,0.001469966,0.03385123,0.6317441,0.006605261,0.000801363,0.01861657,0.001725219,0.002407362,0.007571246,0.2827819,0.0005595637],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00124979,0.002679574,0.0009656526,0.0006000612,0.00009070401,0.9880756,0.004985235,0.0000426963,0.001310719],"genre_scores_gemma":[0.002256331,0.002513798,0.003551654,0.0003351398,0.00002198133,0.9894117,0.001319817,0.000008333662,0.0005813398],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9507616,"threshold_uncertainty_score":0.5385141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030661930944887,"score_gpt":0.4128558135829555,"score_spread":0.3097896204884668,"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."}}