{"id":"W2901998057","doi":"10.1097/acm.0000000000002538","title":"Postapplication Advisement for U.S. Medical School Reapplicants: One School’s Program","year":2018,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Quarter (Canadian coin); Medical education; Medical school; Family medicine; Psychology; Medicine; Political science; Law; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01572251,0.0005958751,0.0005188677,0.001315332,0.007532872,0.003735033,0.002259216,0.0042268,0.06282098],"category_scores_gemma":[0.02940658,0.0008987264,0.0007211757,0.001320865,0.002767389,0.00346586,0.009033771,0.005764235,0.01265995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236958,"about_ca_system_score_gemma":0.01831368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005235798,"about_ca_topic_score_gemma":0.01967892,"domain_scores_codex":[0.9911004,0.003349717,0.0005161552,0.0006986971,0.002227868,0.002107065],"domain_scores_gemma":[0.9314744,0.009712648,0.005414929,0.002790221,0.006173231,0.04443464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003792587,0.001767191,0.1108046,0.000687718,0.00006474443,0.000996663,0.006381393,0.0001658805,0.002428259,0.00360834,0.4782478,0.3944681],"study_design_scores_gemma":[0.0005004544,0.003993221,0.4106829,0.00247472,0.0001163412,0.003623458,0.04537868,0.001477362,0.002817495,0.004830372,0.5238507,0.0002543067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4239208,0.004920827,0.005697791,0.494089,0.008333261,0.00147902,0.0009410224,0.001503859,0.05911438],"genre_scores_gemma":[0.7730678,0.004235934,0.01484314,0.1429959,0.004587975,0.002041701,0.0007484962,0.0004668192,0.05701233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06282098,"threshold_uncertainty_score":0.2101571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464144582883559,"score_gpt":0.4483894303190054,"score_spread":0.3937479844901698,"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."}}