{"id":"W2114857776","doi":"10.1002/pon.3418","title":"Optimism, social support, and mental health outcomes in patients with advanced cancer","year":2013,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; McGill University","keywords":"Optimism; Social support; Moderation; Psychology; Clinical psychology; Psychosocial; Psychological intervention; Quality of life (healthcare); Anxiety; Distress; Mental health; Psychiatry; Psychotherapist; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006843989,0.0001524757,0.0001738588,0.0002953776,0.0002740434,0.000358313,0.0001068052,0.0002155812,0.0009771446],"category_scores_gemma":[0.003328095,0.00008087805,0.0002394658,0.0002362282,0.0001863219,0.000210233,0.0003941788,0.0004712986,0.00006535417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071929,"about_ca_system_score_gemma":0.0002255105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177821,"about_ca_topic_score_gemma":0.002276305,"domain_scores_codex":[0.9997723,0.0001076732,0.00002125205,0.00001805501,0.00004576138,0.00003499697],"domain_scores_gemma":[0.9988262,0.0002440587,0.0005701738,0.00001958438,0.00006024671,0.0002796928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002880619,0.0001436732,0.991276,0.00004948018,0.00009153527,0.00005126894,0.0004161421,0.000132285,0.0001926861,0.0000220502,0.0001806063,0.007156178],"study_design_scores_gemma":[0.00001994864,0.0002420491,0.9989441,0.00001956191,0.00002306746,0.00009241444,0.000280769,0.0001864667,0.00002853704,0.00004750323,0.0001125536,0.000003067181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991602,0.0003609348,0.00002143555,0.0001478177,0.000004540575,0.000005292062,0.00003932811,0.000001211023,0.0002592674],"genre_scores_gemma":[0.9997982,0.00008966449,0.00003111342,0.00001861917,0.00000397824,0.000003813207,0.00002751095,1.518755e-7,0.00002691187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001177821,"threshold_uncertainty_score":0.003619492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169945151313612,"score_gpt":0.3488426391611515,"score_spread":0.3371431876480154,"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."}}