{"id":"W2052970300","doi":"10.1159/000072998","title":"Economic Considerations for Health Insurance Coverage of Emerging Genetic Tests","year":2003,"lang":"en","type":"article","venue":"Public Health Genomics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Genetic testing; Framing (construction); Context (archaeology); Risk analysis (engineering); Public economics; Actuarial science; Business; Medicine; Economics; Engineering; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01996008,0.0003057747,0.001650497,0.0005280667,0.0006227994,0.000126304,0.00027193,0.0001505297,0.0003802664],"category_scores_gemma":[0.005368083,0.0004430851,0.0002077306,0.0001930213,0.0001002925,0.0004452206,0.00003823154,0.0002022777,0.0003486938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002603775,"about_ca_system_score_gemma":0.004874044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008032062,"about_ca_topic_score_gemma":0.0007985145,"domain_scores_codex":[0.9903088,0.0006435375,0.006984515,0.0008202971,0.00008821852,0.001154598],"domain_scores_gemma":[0.9916398,0.001879007,0.004836962,0.0008243645,0.0001240428,0.0006958289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001293038,0.0003438236,0.1187757,0.002132195,0.000189817,4.901646e-7,0.007967149,0.005282034,0.000005741248,0.7981679,0.06367879,0.003443452],"study_design_scores_gemma":[0.003033164,0.0004355946,0.08869209,0.00008087677,0.000003665072,0.00003807706,0.0009650085,0.006140006,0.000009921217,0.0929449,0.8067954,0.0008613085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4914981,0.01479294,0.1185769,0.3526617,0.004046466,0.006440967,0.006603161,0.0001999038,0.0051798],"genre_scores_gemma":[0.8933176,0.002069597,0.05510132,0.04839181,0.0003332256,0.0003867202,0.00008970348,0.0001057622,0.0002041948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7431166,"threshold_uncertainty_score":0.9998021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3759263062651041,"score_gpt":0.4414793527101001,"score_spread":0.06555304644499593,"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."}}