{"id":"W4313482964","doi":"10.1001/jamasurg.2022.6818","title":"Cost-effectiveness of Fibrinogen Concentrate vs Cryoprecipitate for Treating Acquired Hypofibrinogenemia in Bleeding Adult Cardiac Surgical Patients","year":2023,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Kingston Health Sciences Centre; University Health Network; Toronto General Hospital; University of Toronto; Women's College Hospital; Queen's University","funders":"Canadian Blood Services; CSL Behring; Canadian Institutes of Health Research; American Society of Hematology","keywords":"Medicine; Cryoprecipitate; Hypofibrinogenemia; Fibrinogen; Surgery; Thrombelastography; Cardiac surgery; Internal medicine; Coagulation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00333243,0.0005806064,0.001145346,0.0004000306,0.0001851735,0.0009055311,0.0005137424,0.000566493,0.00151911],"category_scores_gemma":[0.008292289,0.0002921007,0.002269316,0.0004000347,0.0004431188,0.0006085664,0.0004214999,0.0007158557,0.00004467941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0035058,"about_ca_system_score_gemma":0.002057522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236547,"about_ca_topic_score_gemma":0.01678426,"domain_scores_codex":[0.9979487,0.001478669,0.0001381999,0.0001236045,0.0001552762,0.0001555463],"domain_scores_gemma":[0.9977849,0.001209573,0.0005954279,0.00005308279,0.00007627304,0.0002807337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5981278,0.005831114,0.1741626,0.003149126,0.02056591,0.0002107292,0.0002326769,0.05982216,0.002055031,0.001927461,0.002230007,0.1316855],"study_design_scores_gemma":[0.1891331,0.1909234,0.4142424,0.001525081,0.02883753,0.000659482,0.000764382,0.1636,0.003871592,0.00339738,0.002844457,0.0002011451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956729,0.002842257,0.000228929,0.0003517462,0.00002326174,0.0001695933,0.0002113902,0.000005972441,0.0004938934],"genre_scores_gemma":[0.9989504,0.0004262986,0.0002603116,0.00006377746,0.00001418749,0.00004952487,0.0001579572,7.7702e-7,0.00007681923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01236547,"threshold_uncertainty_score":0.02543646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05208171454258484,"score_gpt":0.317628126044047,"score_spread":0.2655464115014622,"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."}}