{"id":"W2059935422","doi":"10.11606/issn.2176-7262.v40i4p509-517","title":"COAGULOPATIA NO TRAUMA","year":2007,"lang":"pt","type":"article","venue":"Medicina (Ribeirão Preto)","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Gynecology; Medicine; Hemorrhagic shock; Surgery; Resuscitation","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005193437,0.001401535,0.002012348,0.001028815,0.0005134281,0.000109736,0.0009029746,0.001174254,0.003937612],"category_scores_gemma":[0.002921193,0.001342883,0.0005555336,0.001675834,0.0008704725,0.0005116252,0.0002224304,0.002133359,0.005806829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177644,"about_ca_system_score_gemma":0.0007306827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004088517,"about_ca_topic_score_gemma":0.0006682898,"domain_scores_codex":[0.9891821,0.0004162898,0.002658846,0.001866062,0.003123447,0.002753265],"domain_scores_gemma":[0.9925218,0.001286782,0.0009183661,0.00211659,0.00126108,0.001895399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005543148,0.00217578,0.1345088,0.003887309,0.001088553,0.003815852,0.02931383,0.00001672892,0.01091858,0.001190267,0.08216153,0.7253796],"study_design_scores_gemma":[0.01818646,0.005852501,0.8266298,0.00552918,0.002730651,0.0005379653,0.01290397,0.001500617,0.02003358,0.0003500344,0.103239,0.002506245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.777634,0.01870826,0.01737787,0.004999362,0.01893737,0.005659126,0.0002662501,0.001237535,0.1551802],"genre_scores_gemma":[0.9735093,0.0004779666,0.001504282,0.002975178,0.004437406,0.00007394991,0.0004738682,0.0003338767,0.01621416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7228734,"threshold_uncertainty_score":0.9998735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425023097463764,"score_gpt":0.3047846899367019,"score_spread":0.2805344589620642,"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."}}