{"id":"W4367307253","doi":"10.1097/txd.0000000000001351","title":"International Donation and Transplantation Legislative and Policy Forum: Methods and Purpose","year":2023,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; Canadian Blood Services; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Hôpital de l'Enfant-Jésus; Héma-Québec; McGill University Health Centre; Translational Research in Oncology","funders":"Health Canada; Canadian Blood Services","keywords":"Medicine; Legislature; Donation; Transplantation; Law; Political science; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003781248,0.0001874322,0.0002233075,0.0006715665,0.0001437631,0.00006664334,0.00003668088,0.0001091009,0.00004338187],"category_scores_gemma":[0.00004651399,0.000182742,0.00003611041,0.0004480916,0.0001090961,0.0004289249,0.000006366253,0.0001240423,0.00001130562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003143094,"about_ca_system_score_gemma":0.00004561503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001164635,"about_ca_topic_score_gemma":0.00007540487,"domain_scores_codex":[0.9987676,0.0001191434,0.0002934232,0.000364716,0.0002644838,0.0001906137],"domain_scores_gemma":[0.9993157,0.0003012394,0.00007606453,0.00007824316,0.00009393819,0.0001348017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002845409,0.0001674809,0.0769029,0.002136161,0.0005362684,0.0002881912,0.04436004,0.00006699077,0.1016983,0.0248726,0.000260792,0.7458649],"study_design_scores_gemma":[0.006941315,0.0002343532,0.9516004,0.0002448341,0.000501082,0.0009710111,0.0006839818,0.00535143,0.02515801,0.001576522,0.006335762,0.0004013194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150672,0.0004595023,0.02685802,0.01532986,0.0003926079,0.001274316,0.0004311384,0.0007085959,0.03947876],"genre_scores_gemma":[0.9683149,0.02325078,0.006079055,0.000425518,0.00009760042,0.00004467529,0.001029728,0.00003069795,0.0007270408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8746974,"threshold_uncertainty_score":0.7452002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406368130069546,"score_gpt":0.3632715257324001,"score_spread":0.3392078444317047,"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."}}