{"id":"W4399331740","doi":"10.1002/ase.2470","title":"Education Abstracts","year":2024,"lang":"en","type":"article","venue":"Anatomical Sciences Education","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Morsani College of Medicine; University of Galway; University College Dublin; Universidad de Buenos Aires; La Trobe University; University of the Philippines; University of Minnesota; University of Glasgow; McMaster University; Stryker; Universidad Nacional Autónoma de México; Western Michigan University; Universidade do Porto; University of Arkansas for Medical Sciences; McGill University; George Washington University; University of Nebraska Medical Center","keywords":"Psychology; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001382163,0.001011199,0.0008769843,0.002367851,0.002543911,0.00712273,0.001900299,0.002517856,0.8154666],"category_scores_gemma":[0.007893478,0.0003759734,0.0008354293,0.002550989,0.0007736816,0.00453572,0.005481559,0.003001561,0.6116601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409219,"about_ca_system_score_gemma":0.006858085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245837,"about_ca_topic_score_gemma":0.004784954,"domain_scores_codex":[0.9981993,0.0003180034,0.0001484113,0.0003236782,0.0007247237,0.000285833],"domain_scores_gemma":[0.995347,0.0006173271,0.0002445945,0.0003929763,0.001733501,0.001664686],"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":[0.00003790865,0.00007746353,0.0002985547,0.0003936045,0.000003303738,0.0001599379,0.0002118847,0.00007017676,0.0002119474,0.008416138,0.8776013,0.1125178],"study_design_scores_gemma":[0.000005471756,0.00001372724,0.0003895931,0.0001957812,0.000001631613,0.0001033654,0.0001860305,0.00002642442,0.00006080088,0.001439283,0.9975736,0.000004417328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00131961,0.003211648,0.002974904,0.01684368,0.01247971,0.0004157973,0.007043226,0.001273926,0.9544374],"genre_scores_gemma":[0.006499463,0.002781746,0.001307298,0.003605385,0.001895307,0.000231788,0.003600269,0.0004580154,0.9796206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1845334,"threshold_uncertainty_score":0.2632145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348890747934874,"score_gpt":0.2742213034650823,"score_spread":0.2393322286715949,"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."}}