{"id":"W7084495615","doi":"10.18103/mra.v13i9.6968","title":"Importance of Early Worldwide Organ Donation Education","year":2025,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organ donation; Economic shortage; Donation; Curriculum; Formative assessment; Transplantation; Relocation","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":[0.004957202,0.0003484051,0.0004317074,0.0007203477,0.001579079,0.002287318,0.000803227,0.002126784,0.02605954],"category_scores_gemma":[0.01335295,0.0001975452,0.000364244,0.0004083025,0.0005537698,0.002926985,0.00401121,0.004029204,0.002736188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796084,"about_ca_system_score_gemma":0.00992125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562839,"about_ca_topic_score_gemma":0.00907818,"domain_scores_codex":[0.997681,0.000994157,0.0001460955,0.0001081888,0.0005526243,0.0005179215],"domain_scores_gemma":[0.984884,0.003557506,0.0009124567,0.0003145688,0.002228134,0.008103281],"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":[0.0001065319,0.001663901,0.0233288,0.002391351,0.00003058911,0.001634864,0.003770996,0.0002477223,0.001473408,0.005439186,0.08931731,0.8705954],"study_design_scores_gemma":[0.00009581738,0.0008031421,0.1825894,0.0155103,0.0001194943,0.005766532,0.01917947,0.0004498442,0.001966284,0.01395399,0.7594229,0.0001428681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1562179,0.07124294,0.01318261,0.5697713,0.01425298,0.001226443,0.0004858108,0.001057975,0.1725621],"genre_scores_gemma":[0.8210718,0.05410132,0.03225712,0.05802086,0.006428629,0.0008197873,0.0007760901,0.0002384734,0.02628586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02605954,"threshold_uncertainty_score":0.08717781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408429741386671,"score_gpt":0.3618554332735218,"score_spread":0.3477711358596551,"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."}}