{"id":"W2136366419","doi":"10.1155/2011/126895","title":"Clinical and Physiological Correlates of Irritability in Depression: Results from the Netherlands Study of Depression and Anxiety","year":2011,"lang":"en","type":"article","venue":"Depression Research and Treatment","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Leids Universitair Medisch Centrum; Nederlands Instituut voor Onderzoek van de Gezondheidszorg; Rivierduinen; Universitair Medisch Centrum Groningen; ZonMw; GGZ Drenthe; GGZ Friesland; GGZ inGeest; Vrije Universiteit Amsterdam; Universiteit Leiden","keywords":"Medicine; Irritability; Depression (economics); Anxiety; Psychiatry; Clinical 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":[0.001163616,0.0002291639,0.0003565868,0.0005570786,0.0002169923,0.0003513272,0.0002795167,0.0002328195,0.0008288243],"category_scores_gemma":[0.004291434,0.0002417783,0.0002938019,0.0005214357,0.0002052115,0.0002495402,0.0004213738,0.0003484205,0.0001889428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122533,"about_ca_system_score_gemma":0.0001941313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00733055,"about_ca_topic_score_gemma":0.01327577,"domain_scores_codex":[0.9993677,0.0002963808,0.0001082772,0.00006738947,0.0001112129,0.00004899449],"domain_scores_gemma":[0.9987006,0.0003919338,0.0004034774,0.00007556768,0.0002149178,0.0002134606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457028,0.00004143709,0.997013,0.00001943967,0.00006816586,0.00006165605,0.0002565919,0.00002388572,0.0001641226,0.00001298395,0.0001754275,0.002017671],"study_design_scores_gemma":[0.00001667367,0.00004707596,0.9993926,0.00000659648,0.00001683879,0.0001277849,0.0001725985,0.00004406829,0.00002053318,0.0000116051,0.0001416665,0.000001851214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983503,0.0004767406,0.0001064901,0.00005615361,0.000008399174,0.00003962064,0.0005460622,0.000001198301,0.0004150139],"genre_scores_gemma":[0.9984143,0.000247677,0.0001182854,0.00002635112,0.000007370733,0.00003910279,0.0009207989,0.000002303859,0.0002239083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00733055,"threshold_uncertainty_score":0.01457572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1913850081383693,"score_gpt":0.414951615446527,"score_spread":0.2235666073081577,"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."}}