{"id":"W4416425817","doi":"10.21203/rs.3.rs-8012327/v1","title":"Donor and recipient mismatch in liver transplantation – time for reconsideration?","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Liver transplantation; Retrospective cohort study; Cohort; Transplantation; Survival rate; Survival analysis; Donation","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":[0.02160168,0.0002873229,0.001242274,0.0007118189,0.001308358,0.004830971,0.001600281,0.003348919,0.02300312],"category_scores_gemma":[0.1007239,0.0002854562,0.0008585728,0.001450544,0.00176186,0.01160586,0.002139355,0.006378909,0.001760505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060493,"about_ca_system_score_gemma":0.006933144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344339,"about_ca_topic_score_gemma":0.005476188,"domain_scores_codex":[0.9901707,0.00539669,0.001251277,0.0009271665,0.001365174,0.0008889588],"domain_scores_gemma":[0.9327331,0.04174148,0.01112675,0.002084331,0.00523369,0.007080602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007201975,0.001012189,0.09706288,0.002727469,0.000885641,0.001407618,0.00266455,0.001084163,0.0005507488,0.06530934,0.1430454,0.6770481],"study_design_scores_gemma":[0.001494314,0.002994703,0.1899601,0.01499692,0.002036094,0.007854126,0.03516168,0.003169447,0.001494925,0.4175516,0.322776,0.0005101042],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0811922,0.1171679,0.002744195,0.7700526,0.01182047,0.0000468353,0.0005978025,0.00004696,0.01633098],"genre_scores_gemma":[0.8332499,0.06024158,0.004374108,0.05409623,0.04361958,0.000147548,0.0007498976,0.0001581565,0.003363001],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02300312,"threshold_uncertainty_score":0.114242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05582815845197942,"score_gpt":0.4053647993836696,"score_spread":0.3495366409316902,"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."}}