{"id":"W2892850869","doi":"10.1371/journal.pone.0204219","title":"Medication adherence in renal transplant recipients: A latent variable model of psychosocial and neurocognitive predictors","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Michael Smith Health Research BC","keywords":"Neurocognitive; Psychosocial; Medicine; Self-efficacy; Clinical psychology; Structural equation modeling; Cognition; Internal medicine; Psychology; Psychiatry; Psychotherapist","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":[0.0004338597,0.00009872147,0.0002218264,0.00009725314,0.0001353336,0.000002351607,0.0001163047,0.0001384323,0.0001371055],"category_scores_gemma":[0.0002343847,0.0000937245,0.00001056416,0.0001861332,0.00009715997,0.00009266801,0.0000480121,0.0003013739,0.00002541733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008630422,"about_ca_system_score_gemma":0.0003007429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001341595,"about_ca_topic_score_gemma":0.0002034575,"domain_scores_codex":[0.9984697,0.0001713245,0.0004816966,0.0002531902,0.000337124,0.0002869988],"domain_scores_gemma":[0.9992062,0.0001693384,0.000189547,0.0001276534,0.0002177878,0.00008951138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004903628,0.001934115,0.9144094,0.0004800435,0.0001990243,0.000002206932,0.04509364,0.000007767708,0.03515971,0.0009354306,0.0006834685,0.0006048466],"study_design_scores_gemma":[0.006598046,0.0009851534,0.924231,0.01784423,0.0002791859,0.000001038935,0.0002257804,0.02941347,0.005834189,0.01402614,0.00003422833,0.0005275755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947844,0.00002583149,0.001698233,0.0004418474,0.0001247455,0.0008157663,0.00007122086,0.00004118662,0.001996809],"genre_scores_gemma":[0.9883532,0.000225505,0.01051641,0.0002943175,0.00007708342,0.0002397368,0.00002455408,0.00001488175,0.0002542919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04486786,"threshold_uncertainty_score":0.3821974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09459288788593691,"score_gpt":0.3318772769581152,"score_spread":0.2372843890721783,"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."}}