{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01016741,0.0009206021,0.0004454107,0.001200362,0.006624759,0.01050022,0.001882998,0.004127464,0.04594464],"category_scores_gemma":[0.01359835,0.0003816312,0.0006257748,0.00071376,0.002703147,0.005665944,0.01615112,0.009557838,0.01190402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003989677,"about_ca_system_score_gemma":0.03953664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598421,"about_ca_topic_score_gemma":0.02075299,"domain_scores_codex":[0.9950753,0.001375949,0.0001001559,0.0003816656,0.0009299986,0.002137037],"domain_scores_gemma":[0.9303449,0.001585808,0.001018717,0.001050798,0.002683791,0.0633161],"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":[0.0001324004,0.0003434207,0.004757682,0.00009770451,0.00003012588,0.0002343782,0.001872243,0.00005650779,0.0009856821,0.009615654,0.8740405,0.1078337],"study_design_scores_gemma":[0.00008417343,0.0002856518,0.00961586,0.0003111768,0.00002448608,0.0003872162,0.007466448,0.0001942264,0.0009218913,0.009376856,0.9712811,0.00005097306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03093908,0.005195716,0.005003904,0.8127504,0.05107373,0.0002755126,0.0006307873,0.001212458,0.09291846],"genre_scores_gemma":[0.2045426,0.005874719,0.01228098,0.1992591,0.01215087,0.0008617297,0.0009820075,0.00155616,0.5624919],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04594464,"threshold_uncertainty_score":0.1537001,"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."}}