{"id":"W4295066784","doi":"10.1016/j.ekir.2022.08.028","title":"Identifying Modifiable System-Level Barriers to Living Donor Kidney Transplantation","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia; McGill University Health Centre","funders":"Employment and Social Development Canada; Canadian Society of Nephrology; Government of Canada; McGill University","keywords":"Medicine; Likert scale; Odds ratio; Odds; Confidence interval; Cross-sectional study; Referral; Family medicine; Demography; Logistic regression; Internal medicine; Psychology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008662196,0.0002877438,0.0003917524,0.00110082,0.0008403627,0.001320747,0.0007293497,0.0003972752,0.003852788],"category_scores_gemma":[0.02956467,0.0002095755,0.0005160922,0.001397067,0.0006861688,0.001228226,0.001870629,0.0005729877,0.0002072142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468152,"about_ca_system_score_gemma":0.00460125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009722965,"about_ca_topic_score_gemma":0.01094523,"domain_scores_codex":[0.994801,0.002438734,0.0007136459,0.0003626722,0.0008883178,0.0007955724],"domain_scores_gemma":[0.9631549,0.01716439,0.01428314,0.0008546878,0.002719051,0.00182383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003197175,0.00004895675,0.9886349,0.0002985615,0.00004983917,0.00003332866,0.001914622,0.0001332757,0.0001258041,0.0001172294,0.0001675106,0.008443927],"study_design_scores_gemma":[0.000005183046,0.0001341267,0.9904734,0.000334189,0.00004028398,0.0001045167,0.006921668,0.0005726977,0.0002158113,0.0002019099,0.0009842089,0.00001187006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957274,0.0004257276,0.001056089,0.0008113708,0.00001241061,0.00008361961,0.0004150124,0.00001180859,0.00145654],"genre_scores_gemma":[0.9987679,0.00014981,0.0007373647,0.00005920258,0.000008039521,0.00004245633,0.0001492358,0.000002569002,0.00008324208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009722965,"threshold_uncertainty_score":0.04581058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228842390013417,"score_gpt":0.2791035065057847,"score_spread":0.2568150826056505,"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."}}