{"id":"W2545811021","doi":"10.3389/fpsyt.2016.00174","title":"Mood Instability and Irritability as Core Symptoms of Major Depression: An Exploration Using Rasch Analysis","year":2016,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Irritability; Rasch model; Psychology; Clinical psychology; Mood; Population; Psychiatry; Cronbach's alpha; Psychometrics; Medicine; Cognition; Developmental psychology","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":[0.01584538,0.0004471172,0.0006272436,0.003076983,0.0007002047,0.001620327,0.0005865741,0.0003341288,0.0009069199],"category_scores_gemma":[0.02963344,0.0003587578,0.00125974,0.003688654,0.0009330875,0.001060829,0.001281375,0.0009299531,0.0001127877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146112,"about_ca_system_score_gemma":0.001501683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006947581,"about_ca_topic_score_gemma":0.01022466,"domain_scores_codex":[0.9900657,0.006801682,0.0005657947,0.0006117066,0.001660975,0.0002940725],"domain_scores_gemma":[0.9690382,0.02242888,0.003744789,0.001967114,0.002472901,0.000348184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085128,0.00009653733,0.9390807,0.0002012084,0.0003846987,0.0001297471,0.00704472,0.001443929,0.0004367061,0.002104777,0.0003618214,0.04860657],"study_design_scores_gemma":[0.00001451348,0.0002822783,0.9728653,0.0001984679,0.0002542486,0.0003382033,0.004377658,0.01640793,0.0003148928,0.003880513,0.001023915,0.00004196661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802736,0.000955723,0.01602746,0.000284002,0.00001581195,0.0002680863,0.0001697676,0.00004716064,0.001958472],"genre_scores_gemma":[0.9959511,0.0001561854,0.00366126,0.00001415922,0.000007545913,0.00006642326,0.0000754971,0.000004800391,0.00006293219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01584538,"threshold_uncertainty_score":0.08379942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994032439084993,"score_gpt":0.2987857619410947,"score_spread":0.2788454375502448,"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."}}