{"id":"W3216964243","doi":"10.1097/gox.0000000000003958","title":"Attitudes May Be Hard to Change: Canadian Organ Donors Consider Face and Hand Donation","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"","keywords":"Vignette; Organ donation; Medicine; Donation; Intervention (counseling); Family medicine; Transplantation; Psychology; Social psychology; Surgery; Nursing","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":[0.003866532,0.0002386805,0.00025356,0.00045231,0.007548495,0.002655431,0.0009302027,0.0009200734,0.008761641],"category_scores_gemma":[0.01207576,0.0001414169,0.0004230477,0.001045515,0.002464546,0.0009578254,0.001701667,0.00210869,0.0003510865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02514131,"about_ca_system_score_gemma":0.04288674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8754005,"about_ca_topic_score_gemma":0.9359891,"domain_scores_codex":[0.9972927,0.0006654532,0.00006672659,0.0001545996,0.001008541,0.0008120386],"domain_scores_gemma":[0.9939912,0.001106313,0.00105577,0.000180786,0.001713283,0.001952618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006052227,0.0006726047,0.539654,0.000985046,0.0001216979,0.003065796,0.1631219,0.0005451668,0.003536741,0.008313693,0.05823866,0.2211396],"study_design_scores_gemma":[0.0001059934,0.0004595885,0.614648,0.001206465,0.000151518,0.002097562,0.25521,0.0006900076,0.001463134,0.00266765,0.1210525,0.0002476601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382409,0.001819366,0.0006429426,0.03307672,0.0003649298,0.0001073447,0.0002548837,0.00002882255,0.025464],"genre_scores_gemma":[0.9916835,0.001088702,0.0005791276,0.004087952,0.00004200028,0.00002822445,0.00009955493,0.000006766366,0.002384219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245995,"threshold_uncertainty_score":0.2506664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08366259428014768,"score_gpt":0.3456466185551995,"score_spread":0.2619840242750519,"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."}}