{"id":"W4294199821","doi":"10.1192/j.eurpsy.2022.1025","title":"Direct and indirect predictors of medication adherence by adults with bipolar disorder","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bipolar disorder; Psychosocial; Psychiatry; Mania; Mood; Clinical psychology; Depression (economics); Medicine; Psychology; Cognition","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":[0.001044206,0.0003220924,0.0002874632,0.0005651938,0.0005078846,0.0008647577,0.0002569241,0.0004310213,0.01025066],"category_scores_gemma":[0.005334014,0.0002262166,0.0007224387,0.0007130546,0.0002577033,0.0004091366,0.0009008092,0.0007474785,0.0004800446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00045982,"about_ca_system_score_gemma":0.000986067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323379,"about_ca_topic_score_gemma":0.02799277,"domain_scores_codex":[0.9992704,0.0003161492,0.00007871896,0.00008809014,0.0001310382,0.0001156119],"domain_scores_gemma":[0.9967534,0.001237561,0.001181365,0.0001474112,0.0002778416,0.0004024404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002215368,0.00004097333,0.9953631,0.00001986474,0.00005493096,0.00001409488,0.0001127834,0.00004320051,0.00001424584,0.00005624503,0.0002213485,0.004036958],"study_design_scores_gemma":[0.000009538539,0.00009871767,0.9979622,0.0000688252,0.00009474186,0.00008975762,0.0003938759,0.0004590122,0.00003196884,0.0001522661,0.0006357499,0.000003347691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937185,0.000763168,0.0002024359,0.0008527531,0.00002525669,0.00005891035,0.001677964,0.000009876598,0.00269103],"genre_scores_gemma":[0.996816,0.0005540969,0.0004842816,0.0001202128,0.0000258,0.00007200152,0.0007973131,0.000002515138,0.001127782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323379,"threshold_uncertainty_score":0.03429186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004646938487938589,"score_gpt":0.2093632247995228,"score_spread":0.2047162863115842,"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."}}