{"id":"W2019276763","doi":"10.1016/j.cpr.2005.01.005","title":"Cognitive reactivity and vulnerability: Empirical evaluation of construct activation and cognitive diatheses in unipolar depression","year":2005,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":490,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Psychology; Cognition; Vulnerability (computing); Cognitive vulnerability; Depression (economics); Diathesis–stress model; Reactivity (psychology); Construct (python library); Developmental psychology; Diathesis; Extant taxon; Clinical psychology; Cognitive psychology; Psychiatry; Depressive symptoms; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002161632,0.0006038,0.002662029,0.001847884,0.0002497442,0.001414272,0.0008395847,0.0007153255,0.0008450771],"category_scores_gemma":[0.003598766,0.0002729092,0.0006905638,0.002724128,0.0008144163,0.0008335968,0.0006761044,0.001158802,0.0001650642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005685697,"about_ca_system_score_gemma":0.00137449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002981605,"about_ca_topic_score_gemma":0.006122906,"domain_scores_codex":[0.9994107,0.0001690632,0.00009190632,0.0001145469,0.000191413,0.00002235714],"domain_scores_gemma":[0.9977651,0.001644265,0.0002304165,0.00004299387,0.0002521974,0.00006509059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002488962,0.0001884837,0.02183722,0.01032602,0.0005645117,0.000252424,0.000436761,0.0001412387,0.0008316939,0.001053348,0.001769368,0.96235],"study_design_scores_gemma":[0.0003967473,0.001721165,0.7728732,0.03020094,0.004632282,0.01066953,0.004235718,0.000571461,0.001686552,0.01194796,0.1607455,0.0003188559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007020928,0.9916255,0.000219754,0.0003242224,0.00006054063,0.00001794503,0.00003937952,0.000003176837,0.0006885676],"genre_scores_gemma":[0.0210654,0.9777977,0.0006507603,0.0001579751,0.00009424494,0.0000313636,0.00006200944,0.000001539919,0.0001389696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002981605,"threshold_uncertainty_score":0.01143199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.486642950423306,"score_gpt":0.6008752635264683,"score_spread":0.1142323131031623,"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."}}