{"id":"W3207503923","doi":"","title":"Cognitive Impairment in Advanced CKD: The Canadian Frailty Observation and Interventions Trial (CanFIT)","year":2015,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Psychological intervention; Medicine; Gerontology; Cognitive impairment; Medical research; Family medicine; Library science; Cognition; Nursing; Political science; Psychiatry; Pathology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138871,0.0006168772,0.001066581,0.0003110965,0.0009047178,0.0006697588,0.0006280461,0.0008333613,0.002426164],"category_scores_gemma":[0.002073539,0.0001271505,0.0007922665,0.0007553671,0.0003557624,0.0003177656,0.0004820817,0.001251304,0.0001266035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003812154,"about_ca_system_score_gemma":0.008479476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4599466,"about_ca_topic_score_gemma":0.644461,"domain_scores_codex":[0.9996737,0.00006507426,0.00001589934,0.0000430679,0.0001105104,0.00009184751],"domain_scores_gemma":[0.9993898,0.00006574972,0.0001233197,0.00003159647,0.0001334973,0.0002560455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1560695,0.007710231,0.3711973,0.00402814,0.0109916,0.0003020638,0.0005431225,0.002496627,0.00155239,0.002803176,0.1156425,0.3266633],"study_design_scores_gemma":[0.04829416,0.004122054,0.9282985,0.001192441,0.00404042,0.0001244413,0.0001959384,0.001824042,0.0001433905,0.0008792431,0.01080753,0.00007784419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390854,0.02949822,0.0003185658,0.005701394,0.0004408127,0.001136411,0.01269842,0.00007156321,0.01104923],"genre_scores_gemma":[0.9691491,0.01095794,0.001487689,0.002071037,0.0003550382,0.001104165,0.0115483,0.00001029727,0.003316359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5400534,"threshold_uncertainty_score":0.9145389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645710856841576,"score_gpt":0.2865335635028097,"score_spread":0.240076454934394,"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."}}