{"id":"W4311321041","doi":"10.7759/cureus.32429","title":"Penetrating Abdominal Trauma: Descriptive Analysis of a Case Series from an Indian Metropolitan City","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Observational study; Metropolitan area; Psychological intervention; Descriptive statistics; Presentation (obstetrics); Emergency department; Penetrating trauma; Abdominal trauma; Emergency medicine; Medical emergency; Surgery; Nursing; Blunt; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004580181,0.0004392768,0.0005734983,0.004077923,0.001353964,0.001248644,0.0006361518,0.0006668526,0.001988901],"category_scores_gemma":[0.001692351,0.0005440927,0.0004839704,0.003267386,0.0008347757,0.0008268121,0.001312187,0.0005106392,0.0004132019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007285356,"about_ca_system_score_gemma":0.0008719703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003278692,"about_ca_topic_score_gemma":0.006115891,"domain_scores_codex":[0.9993162,0.0001150353,0.0001913655,0.0001268529,0.0001214137,0.0001291707],"domain_scores_gemma":[0.9982772,0.0003818202,0.0007577005,0.0001232984,0.0001626339,0.000297312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001123761,0.0003132862,0.905109,0.0002638523,0.00007258355,0.08314738,0.003807673,0.0001027451,0.0009258993,0.0001312291,0.0006960416,0.005317827],"study_design_scores_gemma":[0.00001728296,0.0007703123,0.7518433,0.0001775609,0.0001167771,0.2269421,0.01710619,0.0003029856,0.0003528841,0.0001155189,0.002189129,0.00006593865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998215,0.0005773567,0.000170517,0.00008564525,0.00001046505,0.0001042342,0.0001881388,0.000007609789,0.0006410371],"genre_scores_gemma":[0.9976963,0.001224017,0.0003117772,0.0001236355,0.00005387384,0.00007438803,0.0003109784,0.000005998686,0.0001989753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004077923,"threshold_uncertainty_score":0.006653488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314783682366295,"score_gpt":0.3233977810444676,"score_spread":0.2802499442208047,"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."}}