{"id":"W4213103376","doi":"10.3390/jrfm15020076","title":"Certificate of Need Laws and Health Care Use during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Death certificate; Health care; Disease; Pneumonia; Medicine; Business; Law; Medical emergency; Political science; Infectious disease (medical specialty); Cause of death","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486646,0.00009384474,0.0002188624,0.0006450886,0.0005691688,0.001501127,0.0004613206,0.0007840519,0.002502444],"category_scores_gemma":[0.0145018,0.0001555303,0.00039909,0.000750082,0.000816474,0.001060726,0.001211294,0.001705345,0.0001522834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024317,"about_ca_system_score_gemma":0.001594579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.043613,"about_ca_topic_score_gemma":0.05478976,"domain_scores_codex":[0.9982192,0.0005123767,0.0001296155,0.0001401515,0.0002978057,0.000700844],"domain_scores_gemma":[0.9794015,0.004700321,0.01236818,0.0005184524,0.00107727,0.001934212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000880625,0.0002039254,0.9858256,0.00001740857,0.00006671331,0.0001198144,0.0004939939,0.002293807,0.0001586215,0.003528029,0.002064829,0.005139103],"study_design_scores_gemma":[0.000009175422,0.00008250253,0.9938676,0.00002841277,0.00001903396,0.0000614159,0.001190808,0.001952435,0.0001264135,0.0008167576,0.001831874,0.00001360893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898074,0.0002158652,0.0002846663,0.003234341,0.00003337773,0.00002136142,0.0006970934,0.00000962541,0.005696249],"genre_scores_gemma":[0.9991382,0.00005824603,0.00002441817,0.0002090272,0.0000182188,0.000005050217,0.0002694654,0.00000140562,0.0002760064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.043613,"threshold_uncertainty_score":0.08671826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265158722868473,"score_gpt":0.2977912556790543,"score_spread":0.171275383392207,"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."}}