{"id":"W2943503842","doi":"","title":"A step in the right direction: continuous mentorship programs as part of a multidimensional credentialing and privileging process for rural surgery and obstetrics.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Alberta; University of British Columbia","funders":"","keywords":"Credentialing; Mentorship; Process (computing); Medicine; Medical education; Surgery; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02719772,0.0003304216,0.0002418579,0.001052613,0.006932391,0.007562744,0.002247833,0.002751944,0.008357232],"category_scores_gemma":[0.05875691,0.0002874186,0.0005860112,0.0008616372,0.002753389,0.006379485,0.01502237,0.005895399,0.001298676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343179,"about_ca_system_score_gemma":0.03767396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189763,"about_ca_topic_score_gemma":0.01073025,"domain_scores_codex":[0.9846243,0.01078367,0.0005848475,0.0004164203,0.001995034,0.001595671],"domain_scores_gemma":[0.9153615,0.01292544,0.003879836,0.003880833,0.003564107,0.0603883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003746173,0.002718237,0.02370152,0.0006978951,0.0000742037,0.0005250965,0.009823145,0.0004775585,0.001296639,0.02048624,0.1070141,0.8328107],"study_design_scores_gemma":[0.001555414,0.008845995,0.1937172,0.007159276,0.0002280582,0.003261033,0.07231492,0.004016042,0.005367143,0.1204445,0.5823786,0.0007118455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2080901,0.0074978,0.02714515,0.6942302,0.008001699,0.001727067,0.0002652319,0.001252341,0.05179045],"genre_scores_gemma":[0.80634,0.005653027,0.1331513,0.03602521,0.002600813,0.001885896,0.0003045757,0.0001950138,0.01384419],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02719772,"threshold_uncertainty_score":0.143837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045742790412138,"score_gpt":0.2804237255342368,"score_spread":0.2346809351220988,"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."}}