{"id":"W4406522384","doi":"10.1016/j.yccm.2012.07.036","title":"10.1016/j.yccm.2012.07.036","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Autotransfusion; Medicine; Hemothorax; Intensive care medicine; Medical emergency; Emergency medicine; Surgery; Blood transfusion; Pneumothorax","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":[0.0005971924,0.001082418,0.0005080345,0.001758896,0.001274038,0.002508864,0.000992887,0.003891407,0.9166017],"category_scores_gemma":[0.001962871,0.0004053502,0.000543191,0.0008272025,0.0008986266,0.002622763,0.001403776,0.001728679,0.8471106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009071425,"about_ca_system_score_gemma":0.00165212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219422,"about_ca_topic_score_gemma":0.003260676,"domain_scores_codex":[0.9997144,0.00002612299,0.00002414051,0.00007241847,0.00007257106,0.00009018901],"domain_scores_gemma":[0.9988222,0.0001924355,0.0001431979,0.00005361893,0.0002474528,0.0005410954],"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":[0.0002813071,0.0003703656,0.007939557,0.0004517507,0.00003350791,0.0006002155,0.0001465824,0.0001579173,0.0005075259,0.004910578,0.4057334,0.5788672],"study_design_scores_gemma":[0.00009115734,0.0001572964,0.009936996,0.001606981,0.00005085606,0.00652692,0.0005810976,0.0002673278,0.000352329,0.005490127,0.9749009,0.00003787456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005427772,0.01256436,0.001462612,0.01117062,0.002471865,0.0001034807,0.002312567,0.001238306,0.9632483],"genre_scores_gemma":[0.0204135,0.006971312,0.001901771,0.00411122,0.001154792,0.0001063791,0.001993105,0.0003042996,0.9630436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08339828,"threshold_uncertainty_score":0.1189575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038079164092093,"score_gpt":0.2151331076294939,"score_spread":0.204752315988573,"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."}}