{"id":"W4221098113","doi":"10.1007/s11307-022-01716-2","title":"Visions by WIMIN: Global Mentorship to Retain Underrepresented Trainees","year":2022,"lang":"en","type":"article","venue":"Molecular Imaging and Biology","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"National Cancer Institute","keywords":"Mentorship; Underrepresented Minority; Globe; Face (sociological concept); Medical education; Socialization; Quality (philosophy); Nature versus nurture; Psychology; Medicine; Pedagogy; Sociology; Social 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":[0.0004149625,0.0001395296,0.000154509,0.00006406975,0.0001926764,0.00001660186,0.0002107753,0.00004353374,0.0003639743],"category_scores_gemma":[0.00004584675,0.0001349273,0.00003707186,0.0002103738,0.00005740525,0.00001148727,0.0002607617,0.0001926064,0.00002262144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008441141,"about_ca_system_score_gemma":0.0000184736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001765603,"about_ca_topic_score_gemma":8.616201e-7,"domain_scores_codex":[0.998552,0.0002610323,0.0001912988,0.0004639171,0.00009739322,0.0004343941],"domain_scores_gemma":[0.9995417,0.00003789493,0.00004296886,0.0002046332,0.00001254293,0.0001602536],"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":[0.0002032177,0.0003809319,0.1303501,0.00001450212,0.0003575742,0.0002271434,0.004759103,0.00003246857,0.1171854,0.0211673,0.5771137,0.1482086],"study_design_scores_gemma":[0.0009804841,0.0001947186,0.006350635,0.00001039697,0.00003006743,0.0001486649,0.003126592,0.0001051182,0.0008059397,0.002843329,0.9849949,0.000409164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210541,0.005620165,0.007998426,0.03308936,0.002963788,0.0004133281,0.0001536397,0.000218481,0.02848877],"genre_scores_gemma":[0.9939396,0.000006312048,0.0002675964,0.004091754,0.00003659256,0.00009947746,0.00008330084,0.0000115145,0.001463815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4078812,"threshold_uncertainty_score":0.5502175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278535373398372,"score_gpt":0.3467809083526392,"score_spread":0.3189273710128021,"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."}}