{"id":"W4391619524","doi":"10.1177/20543581241228737","title":"Communicating About Precision Transplantation Tools","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; University of Alberta","funders":"Canadian Institutes of Health Research; Genome Alberta; Genome Canada","keywords":"Transplantation; Equity (law); Engineering ethics; Medicine; Precision medicine; Computer science; Crowdsourcing; Data science; Public relations; Political science; World Wide Web; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0950037,0.001271375,0.002745262,0.009145773,0.002829606,0.0162881,0.004093107,0.008584012,0.0195416],"category_scores_gemma":[0.392794,0.00107419,0.002758379,0.007302601,0.005192483,0.01832502,0.009818417,0.009359038,0.007856123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007195392,"about_ca_system_score_gemma":0.0393847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953863,"about_ca_topic_score_gemma":0.005341221,"domain_scores_codex":[0.8492972,0.09266876,0.02177371,0.003405666,0.03052666,0.002328042],"domain_scores_gemma":[0.4865346,0.3840396,0.02965906,0.01729354,0.0769389,0.005534444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001109731,0.00003906267,0.000818912,0.1085829,0.0005738673,0.000573573,0.009325024,0.0003196945,0.0006068379,0.03036602,0.3843501,0.4643331],"study_design_scores_gemma":[0.00002618026,0.00003085485,0.0004501911,0.1160046,0.0003306595,0.0003638332,0.002199934,0.00008689042,0.0002949211,0.007595837,0.8725531,0.00006296366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00142248,0.4987102,0.01286666,0.3863477,0.03136725,0.001354226,0.001454105,0.0005903582,0.06588704],"genre_scores_gemma":[0.04885003,0.7194237,0.02312456,0.1679631,0.01988996,0.003295778,0.001642258,0.0005244318,0.01528628],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0950037,"threshold_uncertainty_score":0.5024336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645763474707077,"score_gpt":0.3141379101901746,"score_spread":0.2876802754431038,"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."}}