{"id":"W4250849419","doi":"10.33588/fem.82.154","title":"Lo que todo profesor necesita saber sobre el razonamiento clínico","year":2005,"lang":"es","type":"article","venue":"Educación Médica","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001133984,0.0007313475,0.001194729,0.0002495015,0.0003272196,0.0002435996,0.0006009383,0.0007668615,0.007788312],"category_scores_gemma":[0.03866404,0.0006455882,0.0005712121,0.0006184469,0.0004920525,0.0002346328,0.0002842106,0.00134917,0.01332835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574571,"about_ca_system_score_gemma":0.0014905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003356002,"about_ca_topic_score_gemma":0.00004515887,"domain_scores_codex":[0.994625,0.0002988218,0.001302588,0.001255398,0.001071903,0.001446246],"domain_scores_gemma":[0.9872667,0.008955533,0.0004058175,0.001506831,0.0003277536,0.001537377],"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":[0.0005292004,0.005646219,0.0740345,0.0002480414,0.0004226081,0.0001684425,0.001417941,0.00001852478,0.0002620018,0.008125454,0.7194041,0.189723],"study_design_scores_gemma":[0.005813511,0.00106529,0.1515476,0.007921428,0.001084573,0.0001364271,0.001125411,0.0004961045,0.0007325391,0.0007191126,0.8282287,0.001129422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7228032,0.01493755,0.00008717331,0.1338208,0.006270024,0.001670069,0.0001427382,0.0004055199,0.119863],"genre_scores_gemma":[0.9279547,0.002284053,0.001277442,0.0109003,0.01063519,0.0001122992,0.0001823695,0.0001522357,0.04650137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051515,"threshold_uncertainty_score":0.9995995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885257876798921,"score_gpt":0.3495219426590169,"score_spread":0.3306693638910277,"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."}}