{"id":"W3121939860","doi":"","title":"Should Public Drug Plans be Based on Age or Income","year":2014,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Prescription drug; Population; Welfare; Medical prescription; Population ageing; Public economics; Economic growth; Environmental health; Medicine; Economics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009265255,0.000351079,0.001007108,0.0005928345,0.0005053481,0.0002052482,0.0007518063,0.0001675106,0.001081036],"category_scores_gemma":[0.001634359,0.0003913157,0.000169156,0.0002849412,0.0001914328,0.0008873372,0.0001306622,0.0004129911,0.001437691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008678991,"about_ca_system_score_gemma":0.0001498107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182529,"about_ca_topic_score_gemma":0.002549499,"domain_scores_codex":[0.9953847,0.0003807057,0.002677517,0.0007284299,0.0001770236,0.0006516202],"domain_scores_gemma":[0.9962019,0.001178253,0.001047103,0.001130607,0.00003625856,0.0004058843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023369,0.0005403863,0.07662046,0.0004170534,0.0001197257,0.00002643255,0.0009318123,0.001028394,0.000001987515,0.1065477,0.812645,0.001018786],"study_design_scores_gemma":[0.001851477,0.0001672462,0.00838352,0.000123424,0.000008196806,0.000004143462,0.0002209343,0.01047186,0.00001001293,0.002611886,0.9756327,0.0005146154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.171441,0.0002378829,0.009529995,0.7809317,0.00460829,0.001315637,0.001392659,0.000315192,0.03022764],"genre_scores_gemma":[0.6370686,0.00004160769,0.002561559,0.3580915,0.0007746775,0.0001498604,0.0005720781,0.00005292075,0.0006872782],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4656275,"threshold_uncertainty_score":0.9998538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4794146667462705,"score_gpt":0.4249744110136938,"score_spread":0.05444025573257671,"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."}}