{"id":"W4405237275","doi":"10.1097/tp.0000000000005242","title":"Comment on: HPi: A Novel Parameter to Predict Graft-related Outcome in Adult Living Donor Liver Transplant. What Have We Missed?","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Portal vein; Blood flow; Medicine; Constant (computer programming); Liver transplantation; Spleen; Urology; Cardiology; Surgery; Mathematics; Internal medicine; Transplantation; Computer science","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":[0.006339441,0.001533417,0.00220481,0.001319931,0.001900639,0.002262745,0.004563731,0.03025129,0.004561289],"category_scores_gemma":[0.05318564,0.0006134816,0.002104297,0.001053488,0.003041344,0.004499646,0.00158495,0.03625834,0.008120852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003045186,"about_ca_system_score_gemma":0.002098981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005701689,"about_ca_topic_score_gemma":0.003636194,"domain_scores_codex":[0.9964194,0.0008708167,0.0007882299,0.0006135925,0.001019639,0.0002883312],"domain_scores_gemma":[0.9750764,0.0127429,0.001231918,0.0006345487,0.008644763,0.001669416],"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":[0.0002166689,0.00002701506,0.001336408,0.0002498043,0.00005156547,0.0008440799,0.000132367,0.0001000269,0.0002669141,0.001217838,0.9877877,0.007769602],"study_design_scores_gemma":[0.000343712,0.0002826931,0.004934755,0.001059049,0.0002123072,0.005249893,0.001066188,0.001717782,0.002227142,0.01306634,0.9694381,0.0004019787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005248021,0.002803871,0.0006559819,0.8984105,0.0966259,0.00002875202,0.0003122534,0.0001603809,0.0004774198],"genre_scores_gemma":[0.002540382,0.001363895,0.0004722928,0.8883613,0.1055256,0.00006212373,0.00008575898,0.00005839532,0.001530217],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03025129,"threshold_uncertainty_score":0.0335266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968050002894843,"score_gpt":0.2926611969496901,"score_spread":0.2629806969207417,"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."}}