{"id":"W1820283171","doi":"10.1016/j.psychres.2015.06.031","title":"The dimensional structure of cycling mood disorders","year":2015,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Research Topics","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"","keywords":"Neuroticism; Mood; Psychology; Mood disorders; Categorical variable; Clinical psychology; Psychiatry; Anxiety; Personality; Social psychology; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006609588,0.0002796665,0.0003196711,0.001384323,0.0006960352,0.002131257,0.000380114,0.0004097692,0.002181242],"category_scores_gemma":[0.003552251,0.0001666768,0.0005522286,0.001090681,0.001265545,0.001045661,0.001664331,0.0008831443,0.0001213993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129026,"about_ca_system_score_gemma":0.00119614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922099,"about_ca_topic_score_gemma":0.005409786,"domain_scores_codex":[0.9994277,0.0002472289,0.00006833454,0.00005382106,0.0001206243,0.00008219593],"domain_scores_gemma":[0.9990036,0.0002880233,0.0002161915,0.00009031038,0.0002139008,0.0001880705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009169881,0.0003144956,0.6595968,0.0003964973,0.0003608156,0.0007293352,0.01158116,0.002135157,0.005871956,0.1318562,0.004876742,0.1813639],"study_design_scores_gemma":[0.0000454156,0.0002840376,0.8960522,0.0001808006,0.00008587992,0.00205925,0.009135744,0.002865695,0.0003116205,0.08369531,0.005237388,0.00004678875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544217,0.003696114,0.008131377,0.004239002,0.000174934,0.0001886343,0.001279369,0.00002925928,0.0278396],"genre_scores_gemma":[0.9963281,0.0005212867,0.002046615,0.0001356632,0.00003801,0.00005359328,0.0004563586,0.000004625622,0.0004157697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002922099,"threshold_uncertainty_score":0.009361565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483362731184753,"score_gpt":0.5129362570282361,"score_spread":0.3645999839097608,"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."}}