{"id":"W335251007","doi":"10.1176/appi.psychotherapy.2002.56.3.347","title":"Relationships Among Affect, Work, and Outcome in Group Therapy for Patients with Complicated Grief","year":2002,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Affect (linguistics); Outcome (game theory); Psychology; Grief; Clinical psychology; Complicated grief; Psychotherapist","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":[0.000434555,0.0001923911,0.0004071936,0.0002291717,0.00009129299,0.00002126042,0.0001565627,0.00005177227,0.0001741812],"category_scores_gemma":[0.000003896587,0.0001425268,0.000075784,0.0004297741,0.0002401854,0.0001167734,0.000002105301,0.0003236019,0.000005264359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004872371,"about_ca_system_score_gemma":0.000006385663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007599222,"about_ca_topic_score_gemma":0.00007727037,"domain_scores_codex":[0.9984152,0.00027829,0.0005529094,0.0002365609,0.0001852309,0.0003318294],"domain_scores_gemma":[0.9986106,0.0002457779,0.0006720497,0.0002150873,0.00006967676,0.0001868605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001701926,0.001132779,0.9434521,0.00000595162,0.00009030093,0.00000267539,0.002455849,9.81181e-7,0.000007912937,0.0004869728,0.001175914,0.04948662],"study_design_scores_gemma":[0.008536727,0.00539042,0.9820368,0.00005883446,0.000009897561,0.000008469478,0.0004851315,0.000002933407,0.000001358966,0.0003940448,0.002912461,0.0001629343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959821,0.0004193913,0.001330718,0.0007803295,0.0002629391,0.0006915761,0.000009084123,0.00001395872,0.000509902],"genre_scores_gemma":[0.9967358,0.0004306633,0.001438895,0.001079841,0.00007318222,0.00004866857,0.000005350139,0.00004348942,0.0001441488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04932369,"threshold_uncertainty_score":0.5812074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505384269654081,"score_gpt":0.338569904190495,"score_spread":0.2835160614939543,"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."}}