{"id":"W3011502446","doi":"10.1001/jamanetworkopen.2020.1023","title":"Association of a Lay Health Worker Intervention With Symptom Burden, Survival, Health Care Use, and Total Costs Among Medicare Enrollees With Cancer","year":2020,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Cancer survivorship and care","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institutes of Health","keywords":"Medicine; Referral; Quality of life (healthcare); Psychological intervention; Intervention (counseling); Health care; Physical therapy; Family medicine; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001998746,0.0002986863,0.000347756,0.0003816283,0.0005659933,0.0004519797,0.000436484,0.0006445011,0.00292408],"category_scores_gemma":[0.00720539,0.0001870747,0.0006243542,0.0001953762,0.0003847699,0.0003554042,0.0008119096,0.000820383,0.000135837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049279,"about_ca_system_score_gemma":0.001841296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005222806,"about_ca_topic_score_gemma":0.008853253,"domain_scores_codex":[0.9981704,0.001147199,0.00008838542,0.0001355189,0.0001958236,0.0002626207],"domain_scores_gemma":[0.9971821,0.0007857668,0.000957433,0.0001215673,0.0002041475,0.000748992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05950848,0.1141585,0.5004882,0.002193829,0.002440671,0.0001347111,0.00132596,0.001886122,0.003103366,0.0002745716,0.005993333,0.3084924],"study_design_scores_gemma":[0.02262895,0.09044781,0.8789154,0.0004328483,0.0008643293,0.00006030554,0.0009020946,0.002413437,0.0009408307,0.0001720987,0.002190469,0.00003141523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996569,0.0006025264,0.0002342349,0.0009983996,0.00006716941,0.0005123166,0.0001444939,0.0000272779,0.0008445744],"genre_scores_gemma":[0.9980624,0.0001913096,0.0005387883,0.00035794,0.00008631185,0.0004229946,0.0001268891,0.000001526076,0.0002119461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005222806,"threshold_uncertainty_score":0.01057053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765469195074757,"score_gpt":0.2970720126033413,"score_spread":0.2794173206525937,"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."}}