{"id":"W2755097667","doi":"10.1097/mlr.0000000000000795","title":"Two Innovative Cancer Care Programs Have Potential to Reduce Utilization and Spending","year":2017,"lang":"en","type":"article","venue":"Medical Care","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alabama at Birmingham","keywords":"Medicine; Quarter (Canadian coin); Emergency department; Emergency medicine; Propensity score matching; Health care; Family medicine; Medical home; Patient satisfaction; Medical emergency; Internal medicine; Nursing; Primary care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764148,0.0001510295,0.0003352333,0.0001024832,0.0003546933,0.0002268287,0.0003237403,0.0001393186,0.000611675],"category_scores_gemma":[0.0003542596,0.0001667637,0.00004609247,0.00007574347,0.0001512408,0.00030324,0.0001872139,0.0001834156,0.00006236755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227167,"about_ca_system_score_gemma":0.00009443303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187618,"about_ca_topic_score_gemma":0.001512921,"domain_scores_codex":[0.9988191,0.000006394506,0.0003595112,0.0004241624,0.00007318082,0.0003176773],"domain_scores_gemma":[0.999015,0.00000778349,0.0002652144,0.0003178772,0.0001350895,0.0002590329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004306223,0.00001784524,0.3360368,0.00008533318,0.00003233024,0.00002059278,0.006496409,0.00001143017,0.000004958381,0.02775241,0.0004177014,0.6290811],"study_design_scores_gemma":[0.003264299,0.0003205916,0.7346557,0.0003900142,0.00002246568,0.00001091641,0.007235239,0.0007671221,0.0004320775,0.003736227,0.2482108,0.0009545578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265733,0.01168782,0.001508691,0.001922093,0.001662012,0.0005039844,0.0002258207,0.00004129302,0.05587504],"genre_scores_gemma":[0.9977252,0.000494705,0.0002354187,0.0003672027,0.0006628658,0.00005767088,0.00004326925,0.00002442371,0.0003891707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6281266,"threshold_uncertainty_score":0.6800427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07315046261444315,"score_gpt":0.3418308093961231,"score_spread":0.26868034678168,"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."}}