{"id":"W1982480186","doi":"10.1097/aco.0b013e32834ebd59","title":"Managing clotting","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Grifols","keywords":"Medicine; Hemostasis; Intensive care medicine; Coagulopathy; Aprotinin; Perioperative; Fibrinolysis; Hemostatic Agent; Clotting factor; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005918418,0.00054907,0.002087557,0.0009995683,0.00006387971,0.00001434832,0.0003179836,0.0005002984,0.00007218334],"category_scores_gemma":[0.0002677478,0.0004721932,0.000438159,0.0005969276,0.0001398105,0.00007010748,0.0001223252,0.001049511,0.0003985462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895802,"about_ca_system_score_gemma":0.0003660402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001603158,"about_ca_topic_score_gemma":0.000003190425,"domain_scores_codex":[0.996717,0.0004857263,0.001190169,0.0008269884,0.000177661,0.0006024362],"domain_scores_gemma":[0.9983462,0.0002015067,0.000561315,0.0006428636,0.00007488109,0.0001732498],"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":[0.00002016792,0.0001171075,0.0004813814,0.02379403,0.00002840454,0.00001042413,0.0001272586,2.158798e-7,5.72932e-8,0.00139842,0.000694995,0.9733275],"study_design_scores_gemma":[0.000467599,0.0003397315,0.001038236,0.03599164,0.0001681597,0.00008304526,0.00003588222,0.00001226082,1.851502e-7,0.0004340585,0.9610565,0.0003727245],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004896246,0.9919024,0.00007095865,0.00007666535,0.005686301,0.001216168,0.00001023423,0.0001321314,0.0008562373],"genre_scores_gemma":[0.00003017638,0.9979418,0.000434498,0.00003120883,0.0006875516,0.0002184104,0.0005311035,0.00009540426,0.0000298601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9729548,"threshold_uncertainty_score":0.999773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2168985985638875,"score_gpt":0.4300753326192654,"score_spread":0.2131767340553779,"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."}}