{"id":"W1490945950","doi":"","title":"Chronic Healthcare Spending Disease: A Macro Diagnosis and Prognosis","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Payment; Business; Baseline (sea); Quality (philosophy); Public economics; Actuarial science; Economics; Economic growth; Finance; Political science","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":[0.0009819816,0.0001123716,0.0001278972,0.00007728398,0.0008280735,0.00007928706,0.0002369604,0.00006019971,0.0001543299],"category_scores_gemma":[0.0001385147,0.0001131353,0.00007764438,0.0002082191,0.0001765596,0.0002831667,0.00002550002,0.0007661852,0.00001930027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002018268,"about_ca_system_score_gemma":0.00471708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05968476,"about_ca_topic_score_gemma":0.4407421,"domain_scores_codex":[0.9969522,0.0001347802,0.0001689144,0.0001927839,0.0002681282,0.002283229],"domain_scores_gemma":[0.9992163,0.00004089252,0.0001335802,0.00009322324,0.00003580666,0.0004802251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002049559,0.00002335065,0.1281407,0.00001511404,0.00004416366,0.00001910799,0.00355952,1.429311e-7,0.000001538988,0.8023191,0.000895972,0.06496076],"study_design_scores_gemma":[0.0007413366,0.0004442168,0.1626958,0.0002116854,0.00009366125,0.0001093563,0.003717694,0.000007638761,0.00004216795,0.5593737,0.2720073,0.0005554165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.765177,0.1297889,0.0002552367,0.09267639,0.0007378387,0.00102987,0.0001306853,0.0001335882,0.01007048],"genre_scores_gemma":[0.9513803,0.04515728,0.00002026162,0.0003581439,0.0009013139,0.00002695155,6.616026e-7,0.00001495672,0.002140192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3810573,"threshold_uncertainty_score":0.9465769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295316090805002,"score_gpt":0.298492589656818,"score_spread":0.2689609805763178,"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."}}