{"id":"W3088547850","doi":"10.1002/aet2.10538","title":"Mentorship Resuscitation During the COVID‐19 Pandemic","year":2020,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Mentorship; Medical education; Curriculum; Disconnection; Apprenticeship; Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Psychology; Pedagogy; Internal medicine; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.000672022,0.00003093363,0.00003841337,0.0000172871,0.0006229816,0.00006610838,0.0001039396,0.00002402986,0.0001201906],"category_scores_gemma":[0.0005914288,0.00002572026,0.00001213657,0.0001393037,0.000127608,0.0000962186,0.00001228476,0.00007019439,0.000008457487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004020025,"about_ca_system_score_gemma":0.0002770992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002780526,"about_ca_topic_score_gemma":0.0001587949,"domain_scores_codex":[0.9994605,0.00009660381,0.00005640584,0.00009028486,0.0002033365,0.00009293711],"domain_scores_gemma":[0.9996276,0.0001047422,0.00003050651,0.00003365916,0.00002652553,0.0001770055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001173325,0.00001095262,0.068769,0.00002142838,0.000009266666,6.177751e-7,0.8636827,0.000003457295,0.00006762447,0.02386539,0.003727419,0.03983043],"study_design_scores_gemma":[0.000232814,0.00001466573,0.04127613,0.000009343018,0.00001674542,0.000001830433,0.6949439,0.000007482005,0.00000289486,0.001446186,0.2619875,0.0000605321],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994302,0.0002175105,0.00005572968,0.07047445,0.0003631576,0.0001027712,0.000001035552,0.00005738415,0.02929782],"genre_scores_gemma":[0.9892128,0.0000858046,0.00004427218,0.009449267,0.0003806243,0.000004423255,0.00000432884,0.000001833284,0.0008166134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2582601,"threshold_uncertainty_score":0.4791534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694737838538009,"score_gpt":0.368840763878566,"score_spread":0.1993669800247652,"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."}}