{"id":"W2056795676","doi":"10.1136/ebmh.9.4.113","title":"Lifetime mood, anxiety, and drug use disorders are common in the United States population","year":2006,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anxiety; Mood; Drug; Psychiatry; Mood disorders; Population; Clinical psychology; Psychology; Medicine; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009236436,0.0005622475,0.0006283894,0.0004940002,0.0005928455,0.0001716813,0.0004075783,0.0003892465,0.0002677486],"category_scores_gemma":[0.00000974806,0.0004323633,0.0001022865,0.0006207809,0.0001395819,0.0003319687,0.00005946555,0.001431084,0.00008882389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007393379,"about_ca_system_score_gemma":0.00006959739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.13536,"about_ca_topic_score_gemma":0.01972887,"domain_scores_codex":[0.9950421,0.001717638,0.0008848122,0.0007831621,0.0006471506,0.0009251734],"domain_scores_gemma":[0.9974503,0.001039188,0.0007285314,0.0006200581,0.00002111369,0.0001408236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001607345,0.000276953,0.3095423,0.0006468535,0.00001539979,0.00002522253,0.001206798,0.00002174661,7.530521e-8,0.00001683704,0.6825374,0.005549703],"study_design_scores_gemma":[0.003209621,0.0005667116,0.7847714,0.004183317,0.00006337001,0.00001600472,0.00161233,0.0002442813,0.000002498718,0.0005174066,0.2040036,0.0008094524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4250183,0.002965178,0.000002606534,0.5683234,0.0005547345,0.00259972,0.0003616906,0.00006766672,0.0001067883],"genre_scores_gemma":[0.4397874,0.001522249,0.00005640692,0.5405557,0.0004338547,0.0003428313,0.01630304,0.00007415032,0.0009243471],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4785338,"threshold_uncertainty_score":0.9998128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828603241287098,"score_gpt":0.3637069478860271,"score_spread":0.3154209154731561,"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."}}