{"id":"W4406394486","doi":"10.1016/j.ysur.2015.03.030","title":"10.1016/j.ysur.2015.03.030","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Blunt; Blunt trauma; Surgery; Medical emergency","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001016578,0.0001275777,0.0001947901,0.00009782875,0.00004390857,0.00002676335,0.0001056185,0.0000502603,0.9984352],"category_scores_gemma":[0.00003471984,0.0001154816,0.00007444902,0.0002095582,0.00002283109,0.0000764467,0.00002960166,0.00008014819,0.9977545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002775795,"about_ca_system_score_gemma":0.00001486741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002844142,"about_ca_topic_score_gemma":2.952807e-7,"domain_scores_codex":[0.9991562,0.0000155876,0.0001512431,0.0002207652,0.0002046753,0.0002515715],"domain_scores_gemma":[0.9993966,0.00004078302,0.00001713041,0.0003254903,0.00003031475,0.0001897065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001019483,0.00009305532,0.000004781225,0.00001056691,0.00002661077,0.00001901215,0.00000943471,0.000005170764,0.000009905842,0.00000162398,0.5846243,0.4150936],"study_design_scores_gemma":[0.0007487201,0.0002803753,0.001744274,0.00003842992,0.00009254278,0.000005352509,0.000001597471,0.00004038915,0.00008621714,0.000005174958,0.9968219,0.0001349822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002770226,0.0001006859,3.78479e-7,0.002383068,0.000001972295,0.0003050916,0.000004818324,0.0002032459,0.9942305],"genre_scores_gemma":[0.001658935,0.000001037458,0.0001440261,0.0002863827,0.0002106255,0.00002892151,0.00002883686,0.00002563865,0.9976156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4149586,"threshold_uncertainty_score":0.4709202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032420381119867,"score_gpt":0.2094352760763265,"score_spread":0.1991110722651278,"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."}}