{"id":"W2514754602","doi":"10.1177/1526924816664081","title":"The Health-Care Provider’s Perspective of Education Before Kidney Transplantation","year":2016,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Saskatchewan","funders":"","keywords":"Medicine; Perspective (graphical); Kidney transplantation; Transplantation; Intensive care medicine; Health care; Family medicine; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01010957,0.0003003505,0.0002986345,0.0006475177,0.007903843,0.005069314,0.000789788,0.003411665,0.004949878],"category_scores_gemma":[0.01619367,0.0002996129,0.0005109374,0.0006883129,0.005554253,0.003839973,0.00335433,0.007237772,0.0004862922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007276316,"about_ca_system_score_gemma":0.01567042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02902872,"about_ca_topic_score_gemma":0.03703589,"domain_scores_codex":[0.9843157,0.01194101,0.0003826902,0.0002995694,0.0009012981,0.002159825],"domain_scores_gemma":[0.9809373,0.01002413,0.001616108,0.0002330873,0.002537639,0.004651795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001173468,0.0002362428,0.019394,0.0008053223,0.000038732,0.005211344,0.9160232,0.0002444854,0.001777423,0.01110699,0.01981022,0.02523477],"study_design_scores_gemma":[0.00002165124,0.0001721795,0.007590753,0.0009421851,0.0000316913,0.001604826,0.9386324,0.0001281414,0.0005498333,0.00175247,0.04853796,0.00003596448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5043655,0.007986094,0.003257341,0.4309504,0.001996513,0.0001247599,0.0002208384,0.00004004088,0.0510585],"genre_scores_gemma":[0.9675666,0.003015409,0.001048481,0.02588823,0.0002240643,0.00003257407,0.00003972082,0.00001550794,0.002169355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02902872,"threshold_uncertainty_score":0.05771947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129590635668716,"score_gpt":0.3385598728347249,"score_spread":0.3256008092678533,"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."}}