{"id":"W2027627080","doi":"10.1016/j.annepidem.2013.05.009","title":"Mentoring in epidemiology and public health training","year":2013,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Epidemiology; Training (meteorology); Public health; Medical education; Environmental health; Family medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"incentives","study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"incentives","study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03787358,0.0004226241,0.0007204229,0.001951198,0.005990123,0.00879241,0.001767054,0.00760966,0.01681488],"category_scores_gemma":[0.08307786,0.0003754717,0.0005369255,0.00177989,0.005907884,0.005328747,0.006891854,0.009241417,0.001240203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004134785,"about_ca_system_score_gemma":0.01949304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00420439,"about_ca_topic_score_gemma":0.01072756,"domain_scores_codex":[0.9780948,0.01679561,0.0005685147,0.0005054433,0.001922164,0.002113512],"domain_scores_gemma":[0.8547435,0.07393844,0.004818218,0.003944813,0.00813336,0.05442165],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001286303,0.001994794,0.0143979,0.001306719,0.00006974452,0.000766575,0.012319,0.0004450406,0.0002202855,0.07665777,0.3287794,0.562914],"study_design_scores_gemma":[0.0001846777,0.001012577,0.04816305,0.00739717,0.00007595331,0.002056883,0.04299073,0.001222083,0.0005189505,0.1234701,0.7727423,0.0001654312],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02210178,0.1112701,0.002821752,0.74943,0.01946677,0.00009961641,0.00005766697,0.000128925,0.09462341],"genre_scores_gemma":[0.6744311,0.1250769,0.004983844,0.09328457,0.03361631,0.0004419167,0.0001341472,0.0001435074,0.06788766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9621264,"threshold_uncertainty_score":0.2002971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5212026364157277,"score_gpt":0.4897267525841378,"score_spread":0.03147588383158989,"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."}}