{"id":"W2587649778","doi":"10.1377/hlthaff.2016.0683","title":"Longer Periods Of Hospice Service Associated With Lower End-Of-Life Spending In Regions With High Expenditures","year":2017,"lang":"en","type":"article","venue":"Health Affairs","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Cancer Institute; Agency for Healthcare Research and Quality","keywords":"Service (business); Referral; Medicine; Geographic variation; Demography; Variation (astronomy); Gerontology; End-of-life care; Business; Environmental health; Palliative care; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004952009,0.0001339742,0.0002491757,0.0005568978,0.0002210797,0.0004593536,0.0001866992,0.0002086279,0.002128351],"category_scores_gemma":[0.002924166,0.0001172503,0.0005777436,0.0009439195,0.0002601038,0.0003122667,0.0004502596,0.0004043803,0.0001187089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765958,"about_ca_system_score_gemma":0.0003033283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022821,"about_ca_topic_score_gemma":0.02094413,"domain_scores_codex":[0.9995084,0.000194162,0.00004734815,0.00008630271,0.00004559024,0.0001182177],"domain_scores_gemma":[0.9957762,0.0005314139,0.002947254,0.0001859072,0.0002221653,0.0003370203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003454358,0.000008099099,0.9983097,0.000009172189,0.00006455628,0.00003253647,0.0000375936,0.00008576511,0.0002053392,0.00002355412,0.00006656945,0.001122601],"study_design_scores_gemma":[4.599241e-7,0.000007109629,0.9997585,0.000002260188,0.00001253772,0.00003764841,0.00004817964,0.00004533696,0.00002220898,0.000007692475,0.00005747018,6.263348e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984957,0.000386221,0.0001538952,0.0001627904,0.00000435806,0.000002186798,0.0002842144,0.000003344769,0.0005071443],"genre_scores_gemma":[0.9995891,0.00007543436,0.00009146764,0.00002602965,0.000008102103,0.000001389573,0.0001416067,0.000001747375,0.00006505802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022821,"threshold_uncertainty_score":0.02033734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0988007387220431,"score_gpt":0.3961740224229759,"score_spread":0.2973732837009329,"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."}}