{"id":"W2041943412","doi":"","title":"Penetrating Heart Injuries Due to Puncture by Fractured Sternum or Ribs Following Blunt Trauma","year":2011,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sternum; Medicine; Rib cage; Thorax (insect anatomy); Blunt; Penetrating trauma; Surgery; Blunt trauma; Puncturing; Thoracic wall; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000788982,0.0002509657,0.0007832801,0.0003976333,0.00008487635,0.00006735894,0.000123142,0.00008374795,0.00055915],"category_scores_gemma":[0.0004829118,0.000164892,0.0005938733,0.0002688208,0.00002167037,0.0003992166,0.00003962225,0.00042245,0.00002632276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005816678,"about_ca_system_score_gemma":0.0001127343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001318575,"about_ca_topic_score_gemma":0.00001357882,"domain_scores_codex":[0.997896,0.00007566621,0.0008474592,0.0001906441,0.0006335463,0.0003567079],"domain_scores_gemma":[0.9985716,0.0003664838,0.0003828214,0.0002022315,0.0001241377,0.0003527556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001307066,0.0007786748,0.555617,0.000234319,0.0003587991,0.0004883925,0.001995583,0.000001968368,0.0007825774,0.00001166822,0.3789527,0.0594712],"study_design_scores_gemma":[0.001339181,0.0006383839,0.7852207,0.00170002,0.0005353146,0.0001478301,0.0005440771,0.000003938652,0.009443008,0.00008151869,0.1999524,0.0003936214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916081,0.002786093,0.0005761521,0.001389968,0.002924837,0.0002327449,0.000007040342,0.00003388488,0.000441219],"genre_scores_gemma":[0.9975426,0.00006633313,0.0005849723,0.0009737927,0.0006347313,0.0000086194,0.00000899435,0.00003026401,0.0001496722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2296037,"threshold_uncertainty_score":0.6724102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08213088785633392,"score_gpt":0.326452203110681,"score_spread":0.244321315254347,"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."}}