{"id":"W2078221134","doi":"","title":"Impact of Patient Awareness on Access to Transplantation in End Stage Renal Disease","year":2014,"lang":"en","type":"article","venue":"World Journal of Nephrology and Urology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transplantation; Dialysis; Hemodialysis; End stage renal disease; Kidney transplantation; Disease; Kidney disease; Stage (stratigraphy); Intensive care medicine; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000186192,0.00008300202,0.0002505728,0.0005952498,0.00002139788,0.000004007332,0.00005173659,0.00005102404,0.0001967463],"category_scores_gemma":[0.00003017957,0.00006403336,0.00005695861,0.0001573566,0.00005755579,0.0000769689,0.000005248251,0.0001780486,0.000001580498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001764126,"about_ca_system_score_gemma":0.00008225316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002033243,"about_ca_topic_score_gemma":0.000199806,"domain_scores_codex":[0.9991867,0.0001477121,0.000337144,0.000101869,0.0001075622,0.0001190323],"domain_scores_gemma":[0.9993941,0.0001663218,0.0001663543,0.00006496692,0.00006913878,0.000139163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02516379,0.0004079395,0.9521831,0.00007751121,0.0001094618,0.0003409853,0.0008652443,0.004724907,0.006062158,0.001372439,0.000170359,0.008522079],"study_design_scores_gemma":[0.002516821,0.002611945,0.9924913,0.00002755181,0.00009849288,0.0001389225,0.000004286125,0.0001466709,0.0004229183,0.0002870167,0.001206924,0.00004714495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956849,0.00005423592,0.0008264671,0.003081607,0.00007816035,0.0001062662,0.00001396305,0.000003220978,0.0001512457],"genre_scores_gemma":[0.996695,0.00009496926,0.00005256756,0.003065224,0.00005181245,0.000001905375,0.00001422417,0.00000605035,0.0000182541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04030818,"threshold_uncertainty_score":0.2611205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464470095555036,"score_gpt":0.3129647949001607,"score_spread":0.2983200939446103,"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."}}