{"id":"W2012440261","doi":"10.4021/gr2010.02.165w","title":"Treatment of Liver Trauma: Operative or Conservative Management","year":2010,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conservative management; Conservative treatment; Surgery; Retrospective cohort study; Incidence (geometry); Mortality rate","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003774063,0.0002655977,0.0002992589,0.0008426688,0.000329917,0.0004089021,0.0002189751,0.0003313643,0.002500134],"category_scores_gemma":[0.001043591,0.00006561163,0.0002787407,0.0004467438,0.000487361,0.000263817,0.0003595038,0.0003805769,0.0004555117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189089,"about_ca_system_score_gemma":0.0006694073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971719,"about_ca_topic_score_gemma":0.000356996,"domain_scores_codex":[0.9997047,0.00006036834,0.00004401362,0.00003389827,0.00008978538,0.00006733496],"domain_scores_gemma":[0.9992983,0.00008933218,0.0003634118,0.0000280377,0.00005780411,0.0001630425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00061795,0.0004328218,0.862433,0.0007233647,0.000118337,0.004818819,0.0002216919,0.0003298183,0.003221295,0.0005305454,0.002156888,0.1243955],"study_design_scores_gemma":[0.0002312608,0.004357673,0.8683117,0.001235216,0.0002100654,0.1081164,0.0015296,0.001056937,0.003364839,0.001637999,0.009900053,0.00004820637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666665,0.01866254,0.00432803,0.001944436,0.0002045176,0.0001481857,0.0002993215,0.0000761998,0.007670142],"genre_scores_gemma":[0.9919396,0.004206473,0.002038028,0.0003709944,0.0004277109,0.00006223135,0.0002936814,0.000008820644,0.0006524881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002500134,"threshold_uncertainty_score":0.008363843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181804174678897,"score_gpt":0.4385255244305679,"score_spread":0.3203451069626783,"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."}}