{"id":"W2081096870","doi":"10.1037/a0018670","title":"Predicting medication adherence and employment status following kidney transplant: The relative utility of traditional and everyday cognitive approaches.","year":2010,"lang":"en","type":"article","venue":"Neuropsychology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Michael Smith Health Research BC","keywords":"Psychosocial; Neurocognitive; Cognition; Neuropsychology; Logistic regression; Clinical psychology; Medicine; Mood; Kidney transplantation; Psychology; Psychiatry; Transplantation; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001578166,0.0001047125,0.0001746897,0.00004145423,0.00008351464,0.000004976562,0.0000327665,0.00007180512,0.00005435655],"category_scores_gemma":[0.0001016998,0.00006996081,0.00004744438,0.0000690139,0.0002484841,0.000069822,0.000004406004,0.0002876006,0.000001379056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003240099,"about_ca_system_score_gemma":0.00003906893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002705057,"about_ca_topic_score_gemma":0.00001176801,"domain_scores_codex":[0.9991271,0.00009473085,0.0002166304,0.0002567908,0.0001683018,0.0001364074],"domain_scores_gemma":[0.9992147,0.0004272733,0.00008712962,0.0001040473,0.00002668427,0.0001401724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003874145,0.0002449646,0.9836568,0.00006663603,0.0002210903,0.0000396855,0.002854211,6.25497e-8,0.002796102,0.0008371646,0.00001147222,0.008884455],"study_design_scores_gemma":[0.002712196,0.0004223813,0.9951289,0.0001088228,0.0002773925,0.0002365611,0.00008166977,0.0001262452,0.0004336976,0.0003710156,0.00005234359,0.00004881072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946282,0.0000804225,0.0005449142,0.0008100664,0.0002657829,0.0003619542,0.0001416577,0.0000165651,0.003150468],"genre_scores_gemma":[0.9989616,0.0001385622,0.0002696076,0.0004195019,0.00002800396,0.00002722723,0.0001089022,0.000008676782,0.0000379616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01147212,"threshold_uncertainty_score":0.2852919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746859440167529,"score_gpt":0.3153205854438481,"score_spread":0.2406346414270952,"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."}}