{"id":"W2912325938","doi":"10.1037/cou0000335","title":"The attenuating effect of depression symptoms on negative-affect expression: Individual and group effects in group psychotherapy for personality disorders.","year":2019,"lang":"en","type":"article","venue":"Journal of Counseling Psychology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Affect (linguistics); Psychology; Feeling; Depression (economics); Clinical psychology; Personality; Association (psychology); Expression (computer science); Psychotherapist; Social 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":[0.006173683,0.0002489031,0.000619539,0.0002486564,0.000171358,0.0000304137,0.0004171962,0.0002603627,0.00005985902],"category_scores_gemma":[0.0002450019,0.0001589507,0.0001726318,0.0002054445,0.0001861897,0.0001072096,0.00001966027,0.0008362919,0.000006877352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004650798,"about_ca_system_score_gemma":0.00002442066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000215364,"about_ca_topic_score_gemma":0.00003674018,"domain_scores_codex":[0.9956896,0.002020521,0.0007995819,0.0004001321,0.0005537205,0.0005363994],"domain_scores_gemma":[0.9899868,0.008654243,0.0007941041,0.0003493585,0.00008039096,0.000135057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02609895,0.000915587,0.45391,0.0009537357,0.0003416604,0.00002137787,0.007574395,0.00001948658,0.01342229,0.00133836,0.002693312,0.4927108],"study_design_scores_gemma":[0.0391627,0.03682353,0.9005184,0.002651555,0.00008274854,0.000193015,0.0006363282,0.0003344553,0.001017484,0.0109499,0.007121352,0.0005085667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892484,0.004343302,0.001651531,0.0006954842,0.002201357,0.001495798,0.000007616025,0.000009749747,0.0003467913],"genre_scores_gemma":[0.9977049,0.0008017697,0.000464348,0.0005887289,0.0002518657,0.0001037625,0.00000294604,0.00003902964,0.00004267053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4922023,"threshold_uncertainty_score":0.648182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383962723884317,"score_gpt":0.4151432713807413,"score_spread":0.3913036441418982,"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."}}