{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007393633,0.001104021,0.0004449539,0.001888451,0.000924964,0.002079179,0.0009331102,0.0030644,0.8285125],"category_scores_gemma":[0.001641134,0.0004350297,0.0005179467,0.0007657982,0.0008722986,0.002276146,0.001268796,0.001355765,0.7319114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00081503,"about_ca_system_score_gemma":0.001211057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851164,"about_ca_topic_score_gemma":0.002368911,"domain_scores_codex":[0.9996958,0.00002745503,0.00003400728,0.0000755327,0.00008124018,0.0000860699],"domain_scores_gemma":[0.9991197,0.0001598191,0.0001640215,0.00004282464,0.0001850361,0.0003285153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003730179,0.0004446309,0.02152313,0.0008091784,0.00006059122,0.001403354,0.0002296841,0.0003291143,0.0009383703,0.006062516,0.2301387,0.7376876],"study_design_scores_gemma":[0.00009933618,0.000255274,0.02352014,0.002545099,0.0001053418,0.0145928,0.001158717,0.0006779816,0.001028666,0.01075207,0.9451979,0.00006651095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01717031,0.02110258,0.004011356,0.01460952,0.003196412,0.0001690347,0.004608187,0.002249851,0.9328827],"genre_scores_gemma":[0.07042417,0.01466345,0.005093648,0.004965765,0.001912335,0.0001780775,0.004549562,0.0005168263,0.8976961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1714875,"threshold_uncertainty_score":0.2446061,"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."}}