{"id":"W4313392796","doi":"10.25011/cim.v45i4.39557","title":"2022 Joint Meeting On Transplantation: Canadian Society of Transplantation And Banff Foundation of Allograft Pathology","year":2022,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre; University of Alberta; University Health Network","funders":"","keywords":"Transplantation; Foundation (evidence); Medicine; Political science; Surgery; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003568094,0.001069523,0.0006289083,0.002393686,0.00502195,0.003888,0.001600434,0.00468515,0.1180318],"category_scores_gemma":[0.004571151,0.0004596761,0.0008436614,0.001458924,0.001791086,0.0009833543,0.003151544,0.005083419,0.02144586],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02133,"about_ca_system_score_gemma":0.07396425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4264445,"about_ca_topic_score_gemma":0.6871081,"domain_scores_codex":[0.995992,0.0003296009,0.000129499,0.0003555185,0.002122707,0.001070706],"domain_scores_gemma":[0.9874187,0.0002421372,0.0001863317,0.0001701628,0.007015608,0.004966973],"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":[0.00004619891,0.00001470385,0.0005959728,0.00005190525,0.000006495459,0.0001781886,0.00004921288,0.0000480724,0.0003787623,0.001367127,0.9773833,0.01988015],"study_design_scores_gemma":[0.000009442812,0.000009555415,0.002309965,0.00008091518,0.000004877228,0.0003062713,0.0001322766,0.00004749256,0.0001067654,0.0003496114,0.9966283,0.00001457291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00586489,0.04493589,0.003552706,0.3054017,0.2904292,0.0008041426,0.003488173,0.0004041644,0.3451193],"genre_scores_gemma":[0.04335019,0.02699858,0.003624056,0.03232896,0.03854769,0.0003069692,0.003591912,0.0003697718,0.8508818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.97867,"threshold_uncertainty_score":0.8479246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620081120984627,"score_gpt":0.3654870132293401,"score_spread":0.2034789011308774,"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."}}