{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002177688,0.0001406766,0.0003919407,0.0002261043,0.0000507596,0.000006285848,0.00005920284,0.0001211848,0.00005852192],"category_scores_gemma":[0.00003426339,0.00009621344,0.0001074637,0.0004343426,0.0001259012,0.0003115078,0.00002793482,0.00008097023,8.310931e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008394793,"about_ca_system_score_gemma":0.000108417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001822332,"about_ca_topic_score_gemma":0.0006131354,"domain_scores_codex":[0.9988589,0.00007827818,0.000333111,0.0003835082,0.0001863697,0.0001598155],"domain_scores_gemma":[0.9992104,0.00001541984,0.00009641888,0.0005026822,0.00005517562,0.0001198907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003251535,0.0006656403,0.9805002,0.00006734066,0.0003215603,4.192119e-7,0.0002615275,0.000003816468,0.0002091718,0.00009771132,0.00002921381,0.0175183],"study_design_scores_gemma":[0.002854594,0.0002626326,0.9843338,0.00007686261,0.0008369053,0.000003739177,0.0008511498,0.0004521863,0.0002203634,0.009973929,0.00002232543,0.0001115452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737538,0.003635975,0.02093221,0.0003293686,0.0007250537,0.0003333175,0.00002217247,0.00002372708,0.0002444417],"genre_scores_gemma":[0.9770046,0.00005122302,0.02282288,0.00002242089,0.00003666756,0.00001591008,0.00002150318,0.00001136075,0.00001345695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01740675,"threshold_uncertainty_score":0.392347,"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."}}