{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003569671,0.0001459957,0.0001738699,0.0006004414,0.0005387263,0.0005209193,0.0001713437,0.0003055088,0.002028511],"category_scores_gemma":[0.001642208,0.0001424132,0.0002787965,0.0008630176,0.0001787586,0.0004917791,0.0005705835,0.0003762498,0.0001740438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003790529,"about_ca_system_score_gemma":0.0003740876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03866454,"about_ca_topic_score_gemma":0.08723507,"domain_scores_codex":[0.9997898,0.00004989795,0.00002088747,0.00004460109,0.00004426371,0.00005070012],"domain_scores_gemma":[0.9995365,0.00004754414,0.000233212,0.00002165652,0.00004215171,0.0001189905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000240699,0.0000663464,0.9972065,0.000008952733,0.00003777521,0.00001733592,0.0002677725,0.000009779433,0.00004491762,0.00003590967,0.0002227345,0.002057831],"study_design_scores_gemma":[0.000003148873,0.00002188573,0.9991674,0.000009513916,0.00001357164,0.00001781369,0.0004770806,0.00003036207,0.00001127487,0.00002626636,0.0002205426,0.000001176042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997488,0.0003040923,0.0000293283,0.0002157917,0.00001177522,0.00001337086,0.0005836565,0.000001497953,0.001352465],"genre_scores_gemma":[0.9984468,0.0003235819,0.0000364239,0.0001589775,0.00001987616,0.00001696035,0.0004484093,8.293255e-7,0.0005482749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03866454,"threshold_uncertainty_score":0.07687896,"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."}}