{"id":"W3017063677","doi":"10.1096/fasebj.2020.34.s1.02436","title":"Study Preferences of Generation Z Students Admitted to Medical School","year":2020,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Reading (process); Medicine; First generation; Generation x; Medical school; Medical education; Psychology; Mathematics education; Demography; Pedagogy; Sociology; Population","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":[0.0005908385,0.0001515469,0.0001948245,0.0008123194,0.0005691178,0.0008768193,0.0002327518,0.0003354315,0.002904055],"category_scores_gemma":[0.002346126,0.0001589446,0.0002799397,0.0004796903,0.0003242658,0.0004185959,0.001002765,0.0004487922,0.0004278742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987216,"about_ca_system_score_gemma":0.0003660319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003361562,"about_ca_topic_score_gemma":0.006408411,"domain_scores_codex":[0.9995762,0.00008687067,0.00005991164,0.00004577889,0.00009730046,0.0001339268],"domain_scores_gemma":[0.998174,0.000219497,0.0007189209,0.00004493196,0.0001573088,0.0006853106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000105437,0.0001084291,0.9897412,0.00001973744,0.00001095637,0.0002577673,0.00407554,0.00001416521,0.0008494835,0.00003166952,0.0001840605,0.00460165],"study_design_scores_gemma":[0.000005830093,0.0003555029,0.9811994,0.00001664685,0.000006536117,0.0004671511,0.01687688,0.00007249136,0.000159724,0.00002311141,0.0008077858,0.000009081044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999713,0.00002097851,0.000007655548,0.00003049978,0.000002344302,0.000003831114,0.00001531769,6.219179e-7,0.0002056492],"genre_scores_gemma":[0.9993911,0.00006344741,0.00004057223,0.0000629048,0.000003938654,0.000007344333,0.00004883786,7.781608e-7,0.0003811611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003361562,"threshold_uncertainty_score":0.009715021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2040098457069616,"score_gpt":0.4565177403073236,"score_spread":0.252507894600362,"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."}}