{"id":"W2166440331","doi":"10.1111/acps.12165","title":"Measuring psychotic depression","year":2013,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Treatment of Major Depression","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University Health Network","funders":"National Center for Research Resources; National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Rating scale; Hamd; Psychology; Brief Psychiatric Rating Scale; Montgomery–Åsberg Depression Rating Scale; Clinical Global Impression; Clinical psychology; Hamilton Rating Scale for Depression; Global Assessment of Functioning; Psychiatry; Depression (economics); Psychometrics; Test validity; Mood; Psychosis; Major depressive disorder; Schizophrenia (object-oriented programming); Medicine; 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":[0.002203191,0.0006428754,0.0006272795,0.001197462,0.0003407498,0.0006219403,0.0004142938,0.0004097395,0.004890929],"category_scores_gemma":[0.007607125,0.000180307,0.0006743001,0.00060704,0.0002030642,0.0003105812,0.0008373301,0.0006001922,0.001070613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005267936,"about_ca_system_score_gemma":0.0004910245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006350874,"about_ca_topic_score_gemma":0.001629985,"domain_scores_codex":[0.9974495,0.0009459926,0.0005429773,0.000189813,0.000736173,0.0001356773],"domain_scores_gemma":[0.9957288,0.001116929,0.00161271,0.0001311156,0.001049175,0.0003613339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001477196,0.0007869072,0.6571864,0.00325536,0.0009908573,0.0005750401,0.001489909,0.0006553835,0.005461075,0.0005228482,0.009365016,0.318234],"study_design_scores_gemma":[0.0001579911,0.001824216,0.9854317,0.0004068084,0.0002547113,0.002694499,0.0005135734,0.0003600543,0.0008801767,0.0003232884,0.007119036,0.00003380844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218419,0.01137156,0.0050901,0.001060846,0.0003060155,0.004633731,0.008560741,0.0002035287,0.04693161],"genre_scores_gemma":[0.9663088,0.006729322,0.01230033,0.0003453702,0.0001519769,0.001705983,0.005671098,0.00001842636,0.006768731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004890929,"threshold_uncertainty_score":0.01636177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320615239779196,"score_gpt":0.2609667641469592,"score_spread":0.2377606117491673,"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."}}