{"id":"W4391217270","doi":"10.3390/jcm13030696","title":"Sonorheometry Device Thresholds in Liver Transplantation: An Observational Retrospective Study","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Observational study; Liver transplantation; Retrospective cohort study; Transplantation; Intensive care medicine; Internal medicine","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":[0.001238819,0.000292687,0.0006398478,0.0009278684,0.00043933,0.001005956,0.0004021466,0.0006345251,0.001414102],"category_scores_gemma":[0.002846274,0.0004271193,0.0006593268,0.001703854,0.0005319313,0.0007338445,0.0005243112,0.000735137,0.0003019382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664236,"about_ca_system_score_gemma":0.0004419392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012597,"about_ca_topic_score_gemma":0.00105859,"domain_scores_codex":[0.9987143,0.0002837458,0.0002368595,0.0003238686,0.0002690948,0.0001721875],"domain_scores_gemma":[0.996854,0.0006993968,0.001618084,0.0002377661,0.0002340643,0.0003566456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001851649,0.0000444675,0.9986734,0.00002051556,0.0000383408,0.0001272627,0.00006958756,0.00001877529,0.0001304784,0.00001527829,0.00003553684,0.0006410594],"study_design_scores_gemma":[0.00001628477,0.0004266849,0.9971893,0.0000166261,0.0000893808,0.00122094,0.0004503802,0.0001800928,0.00009666314,0.00003718871,0.0002657827,0.00001054926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990245,0.000498697,0.0001306239,0.00001487119,0.000004835499,0.00001321888,0.0001018095,0.000002001457,0.0002093337],"genre_scores_gemma":[0.9996153,0.0001213303,0.00006371865,0.00001826883,0.000008813244,0.00001298752,0.0001224882,0.000001857716,0.00003510579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001414102,"threshold_uncertainty_score":0.006551623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2606828950733565,"score_gpt":0.4933026328874064,"score_spread":0.2326197378140499,"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."}}