{"id":"W4380449257","doi":"10.2139/ssrn.4466331","title":"Performance Monitoring for a Sustainable Health System: New Wine, New Bottles?","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Wine; Business; Environmental science; Food science; Chemistry","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":[0.0174136,0.0007284699,0.001007435,0.001307536,0.001510004,0.01462856,0.001188813,0.006715476,0.02650448],"category_scores_gemma":[0.05060264,0.0002748923,0.000450497,0.002513513,0.004899118,0.02585454,0.003322752,0.006529904,0.002605708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004328936,"about_ca_system_score_gemma":0.007216454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007800879,"about_ca_topic_score_gemma":0.009808294,"domain_scores_codex":[0.9929119,0.003824863,0.0003504458,0.0005090407,0.001856445,0.000547274],"domain_scores_gemma":[0.9736763,0.01198976,0.003513993,0.001614081,0.005464993,0.003740887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002901876,0.0001307123,0.007301995,0.0009040115,0.0001156851,0.000116406,0.000790746,0.00152035,0.0006647715,0.2869847,0.4286343,0.2725461],"study_design_scores_gemma":[0.00008390746,0.0002634951,0.01195505,0.004918099,0.00009399564,0.0001508215,0.005696233,0.004439536,0.0007919021,0.4882993,0.4830868,0.0002208619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005292483,0.01937681,0.006358648,0.9414006,0.006102242,0.00002103475,0.0004372807,0.00009883344,0.02091203],"genre_scores_gemma":[0.6670883,0.08188643,0.02205483,0.1750257,0.0257034,0.0001580128,0.001050055,0.0004437411,0.02658949],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02650448,"threshold_uncertainty_score":0.09209305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1829267782275668,"score_gpt":0.4007153129136287,"score_spread":0.2177885346860618,"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."}}