{"id":"W4388400633","doi":"10.1016/s1879-4068(23)00270-9","title":"Health Care Contact Days Among Older U.S. Cancer Survivors","year":2023,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Gerontology; Cancer; Family medicine; Internal 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":[0.0001742457,0.0001255758,0.0001766848,0.0006632105,0.0004109065,0.0004081267,0.0001569629,0.0003660783,0.002207688],"category_scores_gemma":[0.00202161,0.0001121979,0.0002719948,0.0008796083,0.0001247609,0.0005213468,0.0004957552,0.0005309636,0.000180909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004671383,"about_ca_system_score_gemma":0.0004635435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03893325,"about_ca_topic_score_gemma":0.07018048,"domain_scores_codex":[0.9998139,0.00003433669,0.00003721756,0.00002875062,0.00004265786,0.00004321766],"domain_scores_gemma":[0.9987941,0.0001853095,0.0005270665,0.00002727386,0.0001410025,0.0003251777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005639446,0.00005818295,0.9961144,0.00001871481,0.0000231553,0.00006400051,0.00029092,0.00003466713,0.00004773382,0.00001628442,0.0007255675,0.002549966],"study_design_scores_gemma":[0.000003798528,0.00005937642,0.9984181,0.0000214274,0.00001140258,0.00008927409,0.000941491,0.0001023566,0.00001798307,0.00001659769,0.0003151196,0.000003058543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977967,0.0003542306,0.00001245924,0.0001973818,0.00001363989,0.000006760961,0.0007614309,0.000002384096,0.0008550968],"genre_scores_gemma":[0.9990145,0.0001921268,0.00001097549,0.00009518535,0.00001309713,0.000007208216,0.0004048244,8.226912e-7,0.0002612506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03893325,"threshold_uncertainty_score":0.07741326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284894139497442,"score_gpt":0.3678546567507011,"score_spread":0.3450057153557267,"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."}}