{"id":"W2607048709","doi":"10.1097/tp.0000000000001776","title":"Developing Consensus-Based Priority Outcome Domains for Trials in Kidney Transplantation","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Transplantation; Family medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009330851,0.0001259404,0.0003538939,0.0002180063,0.0009254559,0.0002093893,0.0004004202,0.0001904027,0.00002872912],"category_scores_gemma":[0.002990737,0.0001308164,0.0001224495,0.0001198102,0.000234812,0.0002471767,0.000003628133,0.0001477429,0.000008960063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097698,"about_ca_system_score_gemma":0.0007799321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763708,"about_ca_topic_score_gemma":0.01126763,"domain_scores_codex":[0.9974797,0.0007142727,0.0006836845,0.0002727395,0.0004651432,0.0003844961],"domain_scores_gemma":[0.9972559,0.001951209,0.0003023098,0.0002245051,0.000145328,0.0001207807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007222397,0.0003651704,0.5372055,0.005519986,0.0001133378,0.0003906895,0.04630006,0.0002212341,0.01827706,0.347319,0.0009197468,0.03614577],"study_design_scores_gemma":[0.03148818,0.0003446333,0.7871467,0.002506122,0.0005099308,0.00001803521,0.002818358,0.002050566,0.0823136,0.07171337,0.01705835,0.002032122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6300647,0.00001735382,0.3328471,0.02476099,0.0006993993,0.004542502,0.000559868,0.0002837873,0.006224335],"genre_scores_gemma":[0.9743521,0.0002364821,0.02463015,0.0002126516,0.0001032261,0.0002464982,0.0001174263,0.00001591083,0.00008556606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3442874,"threshold_uncertainty_score":0.7117953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3564521051118744,"score_gpt":0.5393189163342546,"score_spread":0.1828668112223802,"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."}}