{"id":"W4367307049","doi":"10.1097/txd.0000000000001446","title":"Research and Innovation in Organ Donation: Recommendations From an International Consensus Forum","year":2023,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Héma-Québec; Western University; Centre Hospitalier de l’Université de Montréal; Children's Hospital of Eastern Ontario; University of Ottawa; McGill University Health Centre; Translational Research in Oncology","funders":"Medical Research Council; Canadian Blood Services","keywords":"Medicine; Organ donation; Donation; Legislature; Public relations; Research ethics; Transplantation; Medical education; Political science; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4433609,0.003701004,0.005348984,0.01518463,0.01016711,0.02653954,0.0141766,0.04873677,0.01110546],"category_scores_gemma":[0.4817817,0.002814645,0.01193035,0.01103069,0.01534629,0.04058633,0.02651675,0.04531999,0.007018486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02478589,"about_ca_system_score_gemma":0.1735855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415639,"about_ca_topic_score_gemma":0.01847362,"domain_scores_codex":[0.6231253,0.2744718,0.04799239,0.009131429,0.03295648,0.01232263],"domain_scores_gemma":[0.3547193,0.383249,0.03499328,0.02020479,0.1642025,0.04263122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002394618,0.0005185654,0.001643636,0.02372118,0.0003349748,0.0006748553,0.01832114,0.001484796,0.0004632529,0.06558774,0.6550973,0.2319131],"study_design_scores_gemma":[0.0003908962,0.0002070615,0.001220545,0.108365,0.0004544402,0.0002712256,0.02173724,0.0008423902,0.0004175286,0.07305555,0.7927004,0.0003377409],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004787886,0.02922685,0.009252207,0.9399636,0.01509291,0.001308161,0.0002378789,0.0002079329,0.004231579],"genre_scores_gemma":[0.04301021,0.1256072,0.259314,0.5321105,0.01148538,0.01697184,0.001928706,0.0005391219,0.009033058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4433609,"threshold_uncertainty_score":0.6864351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08040113897603958,"score_gpt":0.3963694222112679,"score_spread":0.3159682832352284,"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."}}