{"id":"W187800989","doi":"10.4995/redu.2012.6091","title":"Algunas Tendencias Actuales en Educación Médica","year":2012,"lang":"es","type":"article","venue":"REDU Revista de Docencia Universitaria","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Humanities; Philosophy; Political 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":[0.01300394,0.0003772473,0.0004231564,0.003360807,0.002676512,0.006646264,0.0009900433,0.00298817,0.01814015],"category_scores_gemma":[0.06027295,0.0004729534,0.0008108693,0.00375367,0.005016811,0.00590352,0.00364601,0.003584599,0.002401437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006636849,"about_ca_system_score_gemma":0.006619452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234773,"about_ca_topic_score_gemma":0.01643996,"domain_scores_codex":[0.9820002,0.007826018,0.0011631,0.001836868,0.006032682,0.001141154],"domain_scores_gemma":[0.9344325,0.04287326,0.006669845,0.001916232,0.01084304,0.003265157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003791328,0.0002976926,0.1012783,0.005034009,0.0001697536,0.001142785,0.09161811,0.0009424452,0.002301468,0.08686747,0.05506618,0.6549027],"study_design_scores_gemma":[0.00005198664,0.0004285472,0.1632797,0.007726966,0.0001564874,0.004513538,0.1023381,0.0008362231,0.00188496,0.01897098,0.6996295,0.0001830188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3271022,0.1759746,0.0107795,0.2006125,0.004131604,0.0001513532,0.001418146,0.000404505,0.2794256],"genre_scores_gemma":[0.8597509,0.09110001,0.004187034,0.01102531,0.001271523,0.000147011,0.0003478579,0.0001496979,0.03202072],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01814015,"threshold_uncertainty_score":0.0687722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158885144828015,"score_gpt":0.2911710386063024,"score_spread":0.2795821871580223,"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."}}