{"id":"W2793460297","doi":"10.3386/w24663","title":"Reclassification Risk in the Small Group Health Insurance Market","year":2018,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Group (periodic table); Actuarial science; Business; Health insurance; Economics; Health care; Chemistry; 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":[0.00751397,0.0003644241,0.0006905362,0.0009636107,0.0006271029,0.002516086,0.001127959,0.001627946,0.006942266],"category_scores_gemma":[0.02386194,0.0001503624,0.001057964,0.0006210192,0.001324848,0.002485668,0.001228408,0.002461901,0.0005839184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562851,"about_ca_system_score_gemma":0.0007241136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006273858,"about_ca_topic_score_gemma":0.003555106,"domain_scores_codex":[0.9982861,0.000563413,0.00006699676,0.0002879035,0.0003613277,0.0004343251],"domain_scores_gemma":[0.9771127,0.01093066,0.007582098,0.002274803,0.0008014476,0.00129825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009404385,0.006495513,0.4797977,0.0004041316,0.001038568,0.002577601,0.001962605,0.1446684,0.01362538,0.1759007,0.01528444,0.1488407],"study_design_scores_gemma":[0.0008947662,0.003463376,0.4744631,0.0001169591,0.0003946232,0.0008610021,0.001912455,0.4008258,0.005233123,0.1038647,0.007738976,0.0002311317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925039,0.0002035266,0.001729057,0.0006078089,0.00002302267,0.00004124067,0.0002619971,0.0000503681,0.004579069],"genre_scores_gemma":[0.9984766,0.00003982447,0.0002708909,0.00006239451,0.00002338183,0.00001182093,0.0001746261,0.00000660466,0.0009338777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00751397,"threshold_uncertainty_score":0.03973812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5945238323727144,"score_gpt":0.517528680049505,"score_spread":0.07699515232320941,"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."}}