{"id":"W2808620065","doi":"10.2196/mental.9026","title":"Lamotrigine Therapy for Bipolar Depression: Analysis of Self-Reported Patient Data","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lamotrigine; Patient data; Data collection; Patient-reported outcome; Depression (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01215288,0.000313827,0.001015589,0.002568176,0.0002260112,0.0008097629,0.0004326241,0.0004338761,0.001045704],"category_scores_gemma":[0.02735961,0.0002032414,0.001526358,0.002306278,0.0002575866,0.0005402363,0.0006407834,0.0004888459,0.0002320702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000471213,"about_ca_system_score_gemma":0.0004298982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007264937,"about_ca_topic_score_gemma":0.001014093,"domain_scores_codex":[0.991172,0.005609304,0.001177473,0.0006501364,0.001267492,0.0001236135],"domain_scores_gemma":[0.969426,0.01948399,0.007329665,0.001981885,0.00132016,0.0004582253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002872682,0.0002218268,0.966414,0.0002744793,0.00218826,0.00008576074,0.0001316916,0.0007277749,0.0003500021,0.00006110449,0.0006802259,0.02599226],"study_design_scores_gemma":[0.0002739445,0.001287878,0.9897789,0.00004973447,0.0005756139,0.0004340307,0.0001801406,0.006105397,0.0002536026,0.0001111796,0.0009263455,0.00002310511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991521,0.001742244,0.001667524,0.0001641334,0.00001799827,0.0003206045,0.004091869,0.00003513569,0.0004395475],"genre_scores_gemma":[0.9915371,0.0004248956,0.002336744,0.00004837787,0.00002375981,0.0003106433,0.005223526,0.000007280725,0.00008766629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215288,"threshold_uncertainty_score":0.06427133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101442420155873,"score_gpt":0.3857372590190141,"score_spread":0.3447228348174554,"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."}}