{"id":"W4321437465","doi":"10.1097/tp.0000000000004455","title":"Comment on: “The Supply Side of Coagulation: Fibrinogen and Bleeding in Liver Disease and Transplantation.” The Known, the Unknown, the Possibly Known, and the Impossible","year":2023,"lang":"en","type":"letter","venue":"Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Generalizability theory; Medicine; Population; Liver transplantation; Fibrinogen; Intensive care medicine; Transplantation; Surgery; Psychology; Internal medicine; Developmental psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008268942,0.001926635,0.002289382,0.001648262,0.003635396,0.003110988,0.006138508,0.04672704,0.008603245],"category_scores_gemma":[0.05985633,0.001260046,0.002689527,0.00140369,0.004876209,0.005693585,0.002441069,0.04890371,0.01034513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004632514,"about_ca_system_score_gemma":0.005035031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0165505,"about_ca_topic_score_gemma":0.01342955,"domain_scores_codex":[0.9927409,0.001945418,0.001068401,0.001333837,0.002205019,0.0007063961],"domain_scores_gemma":[0.9661101,0.02031973,0.002272524,0.0007094549,0.008469798,0.002118442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007018542,0.0000107049,0.0002580378,0.000113741,0.00001785859,0.0002675299,0.000118763,0.00002865728,0.0000751965,0.0004232513,0.9967982,0.001817891],"study_design_scores_gemma":[0.0001860799,0.000148815,0.003180292,0.001191176,0.0001122404,0.001705241,0.0008308126,0.0005776008,0.0008505495,0.004756283,0.9862344,0.0002264531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002237475,0.002063351,0.0001522761,0.9314545,0.0652613,0.00002080467,0.000201336,0.00008836697,0.0005341717],"genre_scores_gemma":[0.001188837,0.0007835228,0.0001430074,0.948113,0.04819174,0.00004113808,0.00004319543,0.00003544664,0.001460066],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04672704,"threshold_uncertainty_score":0.04373085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510904293926487,"score_gpt":0.2545933216606606,"score_spread":0.2294842787213957,"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."}}