{"id":"W2799999401","doi":"10.3386/w21783","title":"Externalities and Benefit Design in Health Insurance","year":2015,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Externality; Economics; Health insurance; Actuarial science; Microeconomics; Public economics; Health care; Economic growth","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":[0.007412617,0.0007891603,0.0009204381,0.001054347,0.0008947431,0.003109283,0.0006909418,0.001832419,0.01218469],"category_scores_gemma":[0.01317203,0.0007000303,0.001010696,0.0009792285,0.003138185,0.002889397,0.002490355,0.001871105,0.000563429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027869,"about_ca_system_score_gemma":0.001604059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133874,"about_ca_topic_score_gemma":0.003619853,"domain_scores_codex":[0.9950266,0.002850707,0.0001960483,0.000500465,0.0007104988,0.0007155505],"domain_scores_gemma":[0.9901304,0.005968855,0.001983389,0.0007581741,0.0005651293,0.0005941067],"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":[0.000352428,0.0005212106,0.05682037,0.0001267347,0.0002309779,0.0003044579,0.0004515484,0.1179009,0.001421947,0.7881333,0.002161277,0.0315748],"study_design_scores_gemma":[0.0003869339,0.0009839165,0.04554511,0.0001825002,0.0002508225,0.0004298866,0.0005092817,0.09361306,0.001196094,0.8295739,0.02723247,0.00009602322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.625297,0.001502513,0.2161905,0.006432396,0.0001758668,0.0008623473,0.00100286,0.0001714408,0.1483651],"genre_scores_gemma":[0.9776315,0.0005045493,0.00864739,0.0004257805,0.0001168978,0.0002313344,0.0001724909,0.0000348436,0.01223521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218469,"threshold_uncertainty_score":0.04076183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6878052516215118,"score_gpt":0.5410185108535067,"score_spread":0.1467867407680051,"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."}}