{"id":"W2626941822","doi":"10.1056/em201202170000003","title":"Inappropriate Emergency Department Thoracotomy Is Futile","year":2012,"lang":"en","type":"article","venue":"Journal watch","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thoracotomy; Emergency department; Medicine; Medical emergency; Emergency medicine; Test (biology); Trauma center; General surgery; Intensive care medicine; Surgery; Retrospective cohort study; Nursing","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":[0.002066485,0.0001944596,0.0003429064,0.001193756,0.0005484991,0.0009392657,0.0003647308,0.0004757405,0.001379019],"category_scores_gemma":[0.01765661,0.0001741985,0.0003527884,0.001534165,0.001031798,0.0006114863,0.0006548214,0.0008778458,0.0001253903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130723,"about_ca_system_score_gemma":0.001016313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006944243,"about_ca_topic_score_gemma":0.01380975,"domain_scores_codex":[0.9967068,0.0007984276,0.0008192944,0.0002213159,0.00103588,0.000418451],"domain_scores_gemma":[0.959773,0.01331857,0.02185457,0.001095768,0.002534481,0.001423632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000790189,0.00001140772,0.9968647,0.00003064534,0.00002707045,0.0008001362,0.0001140486,0.0000666902,0.000111356,0.0000772413,0.0003595957,0.001457984],"study_design_scores_gemma":[0.00001813071,0.0001310694,0.9909776,0.0001070746,0.00007296466,0.004880177,0.001311826,0.000388348,0.0005592947,0.0001884989,0.001350463,0.00001438234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9952182,0.0008665305,0.0002151529,0.0008382003,0.00004380076,0.00001587798,0.0004500748,0.000005069982,0.002347018],"genre_scores_gemma":[0.999097,0.0002418761,0.00009588027,0.0002359542,0.00003959107,0.000003416941,0.0002264463,0.000001288438,0.00005868885],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006944243,"threshold_uncertainty_score":0.01380765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448521808894704,"score_gpt":0.3221286589500667,"score_spread":0.2876434408611196,"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."}}