{"id":"W4416839351","doi":"10.1097/01.tp.0001175012.50891.9d","title":"218.5: Developing personas to enable tailored public health communications: The case of organ donation in Quebec.","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Montreal General Hospital","funders":"","keywords":"Organ donation; Persona; Public health; Donation; MEDLINE; Tissue Donation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004941575,0.00006897139,0.00009422132,0.0002258172,0.0002256227,0.00007569543,0.0006036962,0.00002914228,0.000001932174],"category_scores_gemma":[0.00001403293,0.00006053831,0.0000169198,0.001315468,0.00003538707,0.0003097179,0.00003192584,0.00007757076,0.000006931821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001468973,"about_ca_system_score_gemma":0.0004115384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01041593,"about_ca_topic_score_gemma":0.03871209,"domain_scores_codex":[0.9991993,0.0001341361,0.0002562959,0.0001718887,0.00008772043,0.0001506025],"domain_scores_gemma":[0.9991935,0.0001686282,0.00006915974,0.0004455914,0.00008795167,0.0000351975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000726906,0.00008383223,0.0002624139,0.00009421734,0.00001061548,0.000006639448,0.02759441,0.00003228491,0.003109779,0.890794,0.0003329081,0.07767161],"study_design_scores_gemma":[0.01417757,0.0005648452,0.1532724,0.002695707,0.0001476848,0.001143918,0.04944596,0.5599238,0.08642433,0.08096504,0.04827586,0.002962918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02322046,0.0001653102,0.9091343,0.06641538,0.00003243641,0.0004245386,0.0000071359,0.0000501108,0.0005503593],"genre_scores_gemma":[0.9403515,0.0001856474,0.05777016,0.001449185,0.000004763477,0.0001204721,0.00003902081,0.000003440964,0.00007579453],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9171311,"threshold_uncertainty_score":0.9961738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05991185731294409,"score_gpt":0.3215612779984454,"score_spread":0.2616494206855013,"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."}}