{"id":"W2321609903","doi":"10.1177/2156869315577631","title":"Cancer Diagnosis and Mental Health among Older White Adults","year":2015,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Closeness; Psychology; Gerontology; Cancer; Association (psychology); Disease; Clinical psychology; Psychiatry; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001095219,0.0001411325,0.0002847704,0.00001558669,0.001690653,0.00006455044,0.00007743828,0.00009538236,0.00009402863],"category_scores_gemma":[0.00001325454,0.000132025,0.00006832744,0.0001335226,0.0003408636,0.0002594745,0.00006827679,0.00016724,0.000002953674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007379133,"about_ca_system_score_gemma":0.0009457492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1110194,"about_ca_topic_score_gemma":0.05995787,"domain_scores_codex":[0.9980953,0.00017744,0.0002818202,0.0002966481,0.0003681285,0.0007806652],"domain_scores_gemma":[0.9984583,0.00004103071,0.0001360155,0.00008063878,0.00003037495,0.00125367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001045099,0.00004953332,0.6315529,0.0003093493,0.00001047352,1.573186e-7,0.1485151,9.248501e-8,1.722426e-8,0.0005865562,0.2022345,0.01673083],"study_design_scores_gemma":[0.001749322,0.0001720969,0.4487709,0.0004897367,0.00000330115,0.000001305299,0.2486041,0.00004783916,0.00000123106,0.0001010212,0.2998391,0.0002200347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7544845,0.02032855,0.000004039629,0.2222047,0.0009577384,0.0009778989,0.0002590048,0.00006526016,0.0007182924],"genre_scores_gemma":[0.8267903,0.1272765,0.000372291,0.04347674,0.0003592552,0.0001576409,0.00004945771,0.00001903317,0.001498764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182782,"threshold_uncertainty_score":0.999609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03045292428157623,"score_gpt":0.3721702918250759,"score_spread":0.3417173675434996,"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."}}