{"id":"W2903181066","doi":"10.1017/cem.2018.465","title":"You don’t need a mentor; you need a board of directors","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Health Sciences Centre","funders":"","keywords":"Medicine; Content (measure theory); Action (physics); World Wide Web; Medical education; Internet privacy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001912498,0.000590236,0.002597085,0.001419702,0.0001012273,0.000004636925,0.001020447,0.0005130983,0.03011401],"category_scores_gemma":[0.0007726143,0.0004296888,0.0005820066,0.0009448631,0.0002095031,0.00005765022,0.0000272758,0.0009462379,0.0001096406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513888,"about_ca_system_score_gemma":0.002055414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01248757,"about_ca_topic_score_gemma":0.001469632,"domain_scores_codex":[0.9946817,0.0003349449,0.003124791,0.0003902527,0.0005895917,0.0008787333],"domain_scores_gemma":[0.9947167,0.0001027963,0.002407556,0.0005349073,0.0004056816,0.00183238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001554897,0.0000279149,0.0005574596,0.002222421,0.001362578,0.0001280962,0.004385523,7.240962e-8,0.00000147379,0.0001377366,0.7702781,0.2208831],"study_design_scores_gemma":[0.0005307273,0.0003904829,0.00006084172,0.01396561,0.001268781,0.00006102311,0.000782317,1.14281e-7,6.550497e-7,0.00003218304,0.9825679,0.0003393641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001360169,0.896295,0.0000204446,0.0004285264,0.08326831,0.0003370857,0.00003881114,0.000009416782,0.01946636],"genre_scores_gemma":[0.00004644538,0.9626447,0.00007818421,0.00004718867,0.006287868,0.0000218853,0.00003142844,0.00008767212,0.0307546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2205437,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414700975070158,"score_gpt":0.4020995994376873,"score_spread":0.2606295019306715,"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."}}