{"id":"W4406501167","doi":"10.1016/j.ysur.2014.03.100","title":"10.1016/j.ysur.2014.03.100","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Resuscitation; Paradigm shift; Intensive care medicine; Medical emergency; Emergency medicine","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":[0.000731691,0.001275844,0.0005321981,0.002120727,0.001009601,0.002609163,0.001069085,0.003384978,0.8917711],"category_scores_gemma":[0.001847929,0.00044961,0.0006136482,0.0008787672,0.000936907,0.002351189,0.001561728,0.001512512,0.8458611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007980403,"about_ca_system_score_gemma":0.001389065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002041884,"about_ca_topic_score_gemma":0.00185656,"domain_scores_codex":[0.9996862,0.00002884978,0.00002988078,0.00008849618,0.00008533766,0.00008119913],"domain_scores_gemma":[0.9989254,0.0002044336,0.0001648121,0.00006563737,0.0002320538,0.0004075922],"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":[0.0002806819,0.0003421959,0.006911444,0.0006047023,0.00004137445,0.0005651813,0.0001705504,0.0002613112,0.0006507138,0.005784663,0.2689795,0.7154076],"study_design_scores_gemma":[0.0000854665,0.0001938136,0.008134672,0.001602074,0.00007404069,0.005927185,0.0005211637,0.000462595,0.0006129745,0.008068682,0.9742737,0.00004369871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006402078,0.01312021,0.003469185,0.006807607,0.002357767,0.0001334199,0.002928228,0.002322787,0.9624587],"genre_scores_gemma":[0.02518203,0.006842405,0.003215929,0.002936553,0.001107954,0.0001407579,0.002489158,0.0005654478,0.9575197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1082289,"threshold_uncertainty_score":0.1543753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100215249700827,"score_gpt":0.2211642246703562,"score_spread":0.2101620721733479,"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."}}