{"id":"W2987865965","doi":"10.1377/hlthaff.2019.00304","title":"Association Of Medicare’s Annual Wellness Visit With Cancer Screening, Referrals, Utilization, And Spending","year":2019,"lang":"en","type":"article","venue":"Health Affairs","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"National Institute on Aging","keywords":"Medicine; Beneficiary; Emergency department; Family medicine; Gerontology; Environmental health; Demography; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.002403702,0.00009696258,0.0003784264,0.0001071831,0.00007376422,0.000005584441,0.00003211961,0.0001043679,0.0005236643],"category_scores_gemma":[0.00006933857,0.00008286506,0.00005558607,0.0002303231,0.00001978396,0.0001084298,0.0000174138,0.0001649899,0.00001252169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020768,"about_ca_system_score_gemma":0.0003135501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003059276,"about_ca_topic_score_gemma":0.0001453088,"domain_scores_codex":[0.9982445,0.0003711849,0.0003457862,0.0002302008,0.0005421997,0.0002661922],"domain_scores_gemma":[0.9990849,0.00003202708,0.0002971952,0.0001777545,0.0001671463,0.0002409173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001817886,0.0001637264,0.6496964,0.005125794,0.000471037,0.000006352289,0.00355655,0.00005090719,0.0000328886,0.00065514,0.00898234,0.3310771],"study_design_scores_gemma":[0.0047041,0.000760474,0.9016392,0.001926195,0.0001432644,0.00004026375,0.005130245,0.0005519459,0.0002032971,0.00002266614,0.08469763,0.0001806684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8679643,0.01408665,0.04796334,0.04843886,0.001483571,0.005689529,0.000159007,0.0003599378,0.01385482],"genre_scores_gemma":[0.995191,0.001825338,0.0003938422,0.0002981976,0.0001183518,0.00002028844,0.00007288223,0.00001952961,0.002060589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3308964,"threshold_uncertainty_score":0.5733757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038035997477263,"score_gpt":0.3432097277726086,"score_spread":0.3128293677978359,"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."}}