{"id":"W4406522357","doi":"10.1016/j.yccm.2013.01.018","title":"10.1016/j.yccm.2013.01.018","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Fresh frozen plasma; Intensive care medicine; Surgery; Internal 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":[],"category_scores_codex":[0.0003831763,0.0009250662,0.0009025748,0.00158721,0.0003375203,0.001493572,0.0008260388,0.001960448,0.263819],"category_scores_gemma":[0.001200789,0.000246093,0.0004917512,0.001990287,0.0005281619,0.001528974,0.0006337216,0.001626132,0.183998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000595474,"about_ca_system_score_gemma":0.001066999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121385,"about_ca_topic_score_gemma":0.002598763,"domain_scores_codex":[0.9998674,0.00001925603,0.00001843802,0.00002639589,0.00004558888,0.00002291172],"domain_scores_gemma":[0.999559,0.0001546453,0.0001000279,0.00001304617,0.0001095199,0.00006377148],"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":[0.000120464,0.00006207972,0.0004234864,0.005750439,0.00006447106,0.0001775542,0.00004135358,0.00008257534,0.0003112548,0.00158496,0.1232648,0.8681167],"study_design_scores_gemma":[0.00004693534,0.00005094021,0.001030727,0.00584768,0.0000816289,0.001751113,0.00005756081,0.00003606374,0.0001209611,0.001104434,0.989859,0.00001287382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0005205895,0.9492956,0.0002902468,0.00368848,0.001582669,0.00002153962,0.0005919182,0.0001306939,0.04387832],"genre_scores_gemma":[0.006096752,0.898887,0.001258475,0.004642692,0.001923768,0.00006906196,0.001207429,0.00004483079,0.08586991],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.736181,"threshold_uncertainty_score":0.8825624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194502319596441,"score_gpt":0.2510654922741057,"score_spread":0.2291204690781413,"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."}}