{"id":"W4399465466","doi":"10.1016/j.hpb.2024.04.040","title":"Missed opportunities for transplant in patients with HCC in Canada","year":2024,"lang":"en","type":"article","venue":"HPB","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Intensive care medicine; General surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003095619,0.0001601375,0.0003792387,0.001035674,0.002866256,0.001590804,0.001008985,0.0007313166,0.007289312],"category_scores_gemma":[0.003255116,0.0002443194,0.0004168472,0.002706154,0.0005886374,0.0005614728,0.001106664,0.001612387,0.0002741798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0257141,"about_ca_system_score_gemma":0.04197898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9745532,"about_ca_topic_score_gemma":0.9892475,"domain_scores_codex":[0.9987575,0.00009150815,0.000067369,0.00008413573,0.0002487817,0.0007506276],"domain_scores_gemma":[0.9962893,0.0002406344,0.0006485626,0.00002753203,0.0006574812,0.002136481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001159522,0.00005923848,0.9749514,0.00007726147,0.00003607306,0.001653101,0.0007771225,0.0002538189,0.00009877362,0.0006948071,0.009935151,0.01134732],"study_design_scores_gemma":[0.00002391034,0.00003553316,0.9813401,0.0003170058,0.00004635018,0.001789323,0.009712894,0.0007974651,0.00007669428,0.0004561029,0.005363676,0.00004104159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933128,0.006702611,0.0002071605,0.02847533,0.0003694342,0.00005670284,0.004567664,0.00003398816,0.02645912],"genre_scores_gemma":[0.9942508,0.002089256,0.0001296465,0.001435083,0.00007918659,0.000008102846,0.0006386208,0.00001129458,0.001358012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0257141,"threshold_uncertainty_score":0.1865698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348557782846432,"score_gpt":0.2260545629286131,"score_spread":0.1925689851001488,"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."}}