{"id":"W2560431373","doi":"10.1177/1359105316681062","title":"To be or not to be positive: Development of a tool to assess the relationship of negative, positive, and realistic thinking with psychological distress in breast cancer","year":2016,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Optimism; Breast cancer; Psychology; Distress; Clinical psychology; Psychological distress; Cognition; Acceptance and commitment therapy; Psychotherapist; Cancer; Mental health; Medicine; Psychiatry; Internal medicine","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":[0.002007141,0.0002281371,0.0006976613,0.000394287,0.0001627746,0.00001557477,0.0003921086,0.0001526528,0.0001519572],"category_scores_gemma":[0.0002443912,0.0001220428,0.00005133717,0.0005778202,0.0001558486,0.0001014437,0.0000690184,0.0003965861,0.000004097654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176237,"about_ca_system_score_gemma":0.0002003408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001637362,"about_ca_topic_score_gemma":0.0005149654,"domain_scores_codex":[0.9965298,0.0008648112,0.001332816,0.0004115793,0.0003623902,0.0004986237],"domain_scores_gemma":[0.9968631,0.001396309,0.0008038802,0.0003228256,0.0003421073,0.0002718295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05823521,0.00259434,0.4402858,0.0002554029,0.0006956142,0.0004170325,0.1748289,0.000245636,0.003581169,0.01484723,0.02179289,0.2822208],"study_design_scores_gemma":[0.002202889,0.001799038,0.9924625,0.0008878175,0.00002225205,0.0005043643,0.001136493,6.565293e-7,0.00005845545,0.0002736063,0.0004802808,0.0001716687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8571416,0.00004564584,0.009233237,0.1317818,0.0003485604,0.0005669027,0.0001190591,0.000006410704,0.0007568613],"genre_scores_gemma":[0.9675683,0.00004739154,0.008830707,0.02327283,0.00007995556,0.00004021153,0.000001897,0.00002511672,0.0001335766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5521767,"threshold_uncertainty_score":0.497676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011438531902762,"score_gpt":0.4472215623643485,"score_spread":0.3460777091740722,"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."}}