{"id":"W6663594","doi":"","title":"BIEMH2010: ¿resultados satisfactorios?","year":2010,"lang":"en","type":"article","venue":"Automática e instrumentación","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.04117382,0.001582453,0.001260744,0.002567796,0.002487741,0.005499866,0.001606357,0.00131486,0.03415895],"category_scores_gemma":[0.1549356,0.0006096331,0.0009424728,0.002441761,0.001518611,0.003395268,0.002786809,0.002493002,0.02015951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003712144,"about_ca_system_score_gemma":0.004017568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02100194,"about_ca_topic_score_gemma":0.01503494,"domain_scores_codex":[0.9618759,0.0221613,0.002507527,0.00302773,0.008715526,0.001712048],"domain_scores_gemma":[0.9021292,0.05606429,0.005416701,0.01137855,0.02241934,0.002591969],"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":[0.004400389,0.0006198023,0.04205074,0.001658463,0.000291499,0.000529637,0.005560565,0.001519041,0.002729477,0.01509127,0.1959477,0.7296015],"study_design_scores_gemma":[0.001733862,0.001816317,0.1298472,0.004211463,0.0006640696,0.001943512,0.03600492,0.03572398,0.0259305,0.08485796,0.6766183,0.0006479297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.341304,0.009246591,0.1271981,0.07175066,0.01158608,0.002658196,0.03994678,0.02378282,0.3725268],"genre_scores_gemma":[0.7817321,0.003140761,0.1435959,0.006849129,0.002201232,0.001978312,0.01887581,0.00489103,0.03673577],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04117382,"threshold_uncertainty_score":0.2177505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511116608132721,"score_gpt":0.4567428667143552,"score_spread":0.431631700633028,"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."}}