{"id":"W2971727955","doi":"10.1186/s40345-019-0154-z","title":"Trajectories of adherence to mood stabilizers in patients with bipolar disorder","year":2019,"lang":"en","type":"article","venue":"International Journal of Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders; University of Toronto; Dalhousie University","funders":"","keywords":"Mood; Bipolar disorder; Medicine; Mood stabilizer; Mood disorders; Latent class model; Psychiatry; Neurology; Clinical psychology; Psychology; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001653945,0.0001993362,0.0004170011,0.0005236473,0.00001664574,0.00001728364,0.0002921603,0.00007018183,0.0002361452],"category_scores_gemma":[0.00008384116,0.0001501854,0.000165233,0.0003409195,0.00006711525,0.0002525007,0.00004418231,0.0002416202,0.00001858993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366035,"about_ca_system_score_gemma":0.0001978765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003686357,"about_ca_topic_score_gemma":0.001365985,"domain_scores_codex":[0.9980521,0.00004457547,0.0005775089,0.0001994413,0.0009102456,0.0002161549],"domain_scores_gemma":[0.99875,0.00006529815,0.0003087285,0.0001999939,0.0005400546,0.0001359498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001578525,0.001399189,0.9501027,0.00003434236,0.0004067446,0.000002182255,0.0008109175,0.0001613463,0.0002647162,0.00009900985,0.0000129005,0.04512738],"study_design_scores_gemma":[0.007777245,0.003517193,0.9742948,0.0002314032,0.0000754471,0.000009496629,0.0004927854,0.00001244357,0.0003644109,0.0001005873,0.01296728,0.0001568888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929121,0.005226641,0.0002323456,0.0004879308,0.0004284922,0.0004683109,0.00004240624,0.00000829787,0.0001935418],"genre_scores_gemma":[0.9985862,0.0004855823,0.0007296093,0.00005656926,0.0000286375,0.000005607099,0.00002020889,0.00002846162,0.00005907382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04497049,"threshold_uncertainty_score":0.6124382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00592589723198366,"score_gpt":0.2494900502052073,"score_spread":0.2435641529732236,"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."}}