{"id":"W2089817671","doi":"10.1016/j.socscimed.2005.11.041","title":"Meaning-making intervention during breast or colorectal cancer treatment improves self-esteem, optimism, and self-efficacy","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":327,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre; Jewish General Hospital; Montreal General Hospital; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Victoria General Hospital Foundation; Jewish General Hospital; McGill University Health Centre","keywords":"Optimism; Coping (psychology); Psychosocial; Psychological intervention; Breast cancer; Clinical psychology; Self-esteem; Psychology; Context (archaeology); Self-efficacy; Psychotherapist; Medicine; Cancer; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005453622,0.0002538449,0.0003491097,0.000178708,0.0008511067,0.00007635546,0.000237073,0.0001118924,0.000374817],"category_scores_gemma":[0.00002852478,0.0001857116,0.00007588676,0.0006384141,0.0006296452,0.0002566063,0.00006295188,0.0001458053,0.000009518318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005183469,"about_ca_system_score_gemma":0.0001189083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470003,"about_ca_topic_score_gemma":0.000358155,"domain_scores_codex":[0.9978737,0.00008221093,0.0003774561,0.0006114708,0.0004083847,0.0006467315],"domain_scores_gemma":[0.9993336,0.00007618994,0.0002163947,0.0001374489,0.0001029679,0.0001334007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001511244,0.007621694,0.05211864,0.000302576,0.0006994847,0.0005204512,0.4566668,0.0001065347,0.07342115,0.01858214,0.001473885,0.3869754],"study_design_scores_gemma":[0.01250948,0.002476479,0.9634766,0.0005848801,0.0006298432,0.0004443793,0.01344853,0.000817927,0.001638695,0.000534495,0.002439484,0.0009992075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681638,0.0002840523,0.00003153529,0.0006827818,0.0009645649,0.0004017956,0.000004790153,0.0002377975,0.02922883],"genre_scores_gemma":[0.9972928,0.00006232802,0.0001163512,0.00007375701,0.001541182,0.00006018591,0.000003636543,0.00002496927,0.0008248463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9113579,"threshold_uncertainty_score":0.7573098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207952302105008,"score_gpt":0.3290938072167042,"score_spread":0.3170142841956541,"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."}}