{"id":"W3158245320","doi":"10.51451/np.v11i4.294","title":"TRAUMATISMO TORÁCICO EN PEDIATRÍA","year":2016,"lang":"es","type":"article","venue":"Neumología Pediátrica","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Humanities; Medicine; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004799034,0.0005707258,0.0008272147,0.0004651744,0.0001463314,0.00006433213,0.0005536406,0.0004235438,0.005893046],"category_scores_gemma":[0.00101624,0.0003905321,0.0003762376,0.0005980417,0.0002190311,0.0003263445,0.0002492922,0.0003651179,0.005607283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143189,"about_ca_system_score_gemma":0.0001645542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008958406,"about_ca_topic_score_gemma":0.000004717992,"domain_scores_codex":[0.9962499,0.0002377871,0.0007733492,0.000899986,0.0008071762,0.001031763],"domain_scores_gemma":[0.9966285,0.001508562,0.0002875408,0.0009620012,0.0001277095,0.0004857027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001674629,0.0007587343,0.2592677,0.001471056,0.0002466372,0.0008087468,0.000192939,2.140302e-7,0.0009568598,0.003506675,0.5743261,0.1582969],"study_design_scores_gemma":[0.004213935,0.001347063,0.5622435,0.002288372,0.001652374,0.00009487724,0.00009172019,0.000007160315,0.0005746139,0.0003150046,0.4264356,0.0007357409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6654798,0.02905297,0.0004041808,0.1498782,0.004889144,0.002425082,0.0002115715,0.0009939306,0.1466651],"genre_scores_gemma":[0.9206479,0.05778152,0.0002153984,0.004263978,0.003357849,0.0001464351,0.00002729395,0.00009462443,0.01346506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3029758,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610239449945024,"score_gpt":0.2746166438114854,"score_spread":0.2585142493120351,"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."}}