{"id":"W3214148752","doi":"10.1503/cmaj.210426","title":"Coming full circle: patient and physician reunite in kidney research network","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Canadian Association of Nurses in Oncology","funders":"","keywords":"Hemodialysis; Medicine; Wife; Diabetic nephropathy; Hemodialysis Catheter; Kidney; Surgery; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00154817,0.0003692771,0.0005516731,0.0004976362,0.008785302,0.003257962,0.001397895,0.007412463,0.05323159],"category_scores_gemma":[0.01348163,0.0003252107,0.0004847932,0.0004900434,0.001052804,0.002768916,0.002997783,0.01101911,0.01071408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267027,"about_ca_system_score_gemma":0.007896634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008159447,"about_ca_topic_score_gemma":0.02827876,"domain_scores_codex":[0.9975509,0.0008287691,0.0001275882,0.0002891567,0.0005312561,0.0006723211],"domain_scores_gemma":[0.9849063,0.001195336,0.0004851916,0.0003507072,0.001905066,0.01115743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000593795,0.000205702,0.007722025,0.00006648547,0.00001921548,0.0205861,0.001455723,0.00006160363,0.0003563263,0.00244529,0.9392602,0.02776204],"study_design_scores_gemma":[0.00006607913,0.0001893119,0.007806439,0.0005498652,0.00002667792,0.04050691,0.008246638,0.0003865149,0.0002959592,0.008007374,0.9338439,0.00007423697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01025836,0.002527409,0.001070576,0.9246739,0.01214659,0.0001843319,0.0002402736,0.0002297786,0.04866881],"genre_scores_gemma":[0.1116522,0.00597125,0.003697198,0.7188872,0.01492978,0.0003610087,0.0003958331,0.000304561,0.143801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05323159,"threshold_uncertainty_score":0.1780775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586736832376165,"score_gpt":0.4727437672588207,"score_spread":0.3140700840212042,"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."}}