{"id":"W3203269991","doi":"10.1016/j.schres.2021.08.017","title":"Antipsychotic nonadherence measured by electronic adherence monitoring in stabilized chronic schizophrenia: Clinical implications","year":2021,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Antipsychotic; Schizophrenia (object-oriented programming); Psychiatry; Medication adherence; Medicine; Psychology; Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004154997,0.0003175045,0.0005214995,0.0006375739,0.0004920264,0.0009570837,0.0004660915,0.0009015365,0.00088959],"category_scores_gemma":[0.0197496,0.0002156992,0.0004663933,0.001572192,0.000320987,0.0008046984,0.0004651217,0.0009157027,0.0001023315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006964314,"about_ca_system_score_gemma":0.0008477814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009332174,"about_ca_topic_score_gemma":0.01466501,"domain_scores_codex":[0.9967747,0.002073059,0.0003241497,0.0001694242,0.000495684,0.0001628954],"domain_scores_gemma":[0.9885605,0.006234968,0.003381318,0.000355702,0.0009220825,0.0005454878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009379,0.0003725801,0.9782005,0.0000511886,0.0001404501,0.00003614481,0.0001977176,0.000120081,0.00009465277,0.00006916675,0.0002393773,0.01946876],"study_design_scores_gemma":[0.00005456273,0.0003397995,0.9980904,0.00003408543,0.00006673216,0.00003395119,0.0002810308,0.0008209742,0.00004974156,0.000105278,0.0001162751,0.000007067823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968483,0.001082363,0.0001197447,0.0005228967,0.00002874418,0.00002401071,0.0001587454,0.000004002654,0.001211165],"genre_scores_gemma":[0.9989736,0.0003695485,0.0002245289,0.000151756,0.0000296577,0.00002345484,0.00009940563,9.309351e-7,0.0001272211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009332174,"threshold_uncertainty_score":0.02197397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244653199151155,"score_gpt":0.4415147354841946,"score_spread":0.317049415569079,"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."}}