{"id":"W7127239382","doi":"","title":"Consent for Organ Donation in India: Factors, Challenges, and Opportunities – A Review","year":2025,"lang":"","type":"article","venue":"Digital Showcase Research, Scholarship, & Creative Works (University of Lynchburg)","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organ donation; Economic shortage; Referral; Donation; Informed consent; Sociocultural evolution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005406267,0.0004903633,0.001296669,0.003525798,0.0006992719,0.00312474,0.0009825657,0.00105193,0.001788858],"category_scores_gemma":[0.01541856,0.0003970473,0.001255527,0.006502825,0.00162732,0.002447821,0.001257415,0.001363232,0.000204695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374624,"about_ca_system_score_gemma":0.01438039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009163343,"about_ca_topic_score_gemma":0.01621589,"domain_scores_codex":[0.9969884,0.001116134,0.0008796447,0.00022834,0.0006259154,0.000161723],"domain_scores_gemma":[0.978177,0.01796849,0.00213565,0.0001897068,0.001289419,0.0002396811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001304972,0.00006728822,0.006552503,0.2851885,0.0006854372,0.0007010269,0.002404794,0.0004159883,0.0002061495,0.008716526,0.01673081,0.6782006],"study_design_scores_gemma":[0.00004132941,0.0002116797,0.0279672,0.4899395,0.004067907,0.007047411,0.009516618,0.0002709918,0.0004600599,0.00505284,0.4552789,0.0001456008],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004323801,0.9982443,0.00004249388,0.00080674,0.00007030956,0.000008265491,0.00001872576,0.000001699288,0.0003751092],"genre_scores_gemma":[0.005203775,0.9943692,0.00007748113,0.0002297694,0.00006421861,0.00001114396,0.00001755839,9.47413e-7,0.00002589061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009163343,"threshold_uncertainty_score":0.02859139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858820412119418,"score_gpt":0.3651250655524298,"score_spread":0.179243024340488,"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."}}