{"id":"W2082883682","doi":"10.1016/j.jad.2005.02.007","title":"Mental state decoding abilities in clinical depression","year":2005,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":284,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Depression (economics); Anxiety; Clinical psychology; Developmental psychology; Theory of mind; Autism; Psychiatry; Cognition","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":[0.001184669,0.0004063731,0.0003880901,0.0009783701,0.0002383557,0.001173603,0.0002590177,0.0006161424,0.002555799],"category_scores_gemma":[0.0227147,0.0001956836,0.0002248664,0.0004690879,0.0004174337,0.0009692384,0.0006811831,0.0007458193,0.0005275943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749033,"about_ca_system_score_gemma":0.0001731286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521136,"about_ca_topic_score_gemma":0.001704294,"domain_scores_codex":[0.9995763,0.0001540135,0.00007677476,0.00005175372,0.00009006009,0.00005112741],"domain_scores_gemma":[0.9931064,0.005105187,0.0007688144,0.0002518743,0.0004767115,0.0002909874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001867506,0.0004320931,0.9496287,0.00005759568,0.0001100999,0.000255135,0.00200152,0.0005655249,0.002067708,0.0003248898,0.0006372425,0.04205182],"study_design_scores_gemma":[0.00006289117,0.0004290976,0.995711,0.00002270651,0.00004519107,0.0005221345,0.0004553178,0.001329783,0.0004096448,0.0007387758,0.0002602377,0.00001327631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99797,0.0001768882,0.00006926137,0.00005927862,0.00001066372,0.00001307731,0.00007824352,0.000005050695,0.001617418],"genre_scores_gemma":[0.9995781,0.00005890612,0.0000434359,0.00001712153,0.000004382667,0.000009380834,0.00008055077,0.000002254894,0.0002057438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002555799,"threshold_uncertainty_score":0.008549988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538930013419224,"score_gpt":0.3950989140620147,"score_spread":0.3697096139278225,"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."}}