{"id":"W2953536941","doi":"10.1080/00207543.2019.1634846","title":"On two-tier healthcare system under capacity constraint","year":2019,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Toll; Constraint (computer-aided design); Business; Government (linguistics); Health care; Capacity utilization; Social Welfare; Welfare; Operations management; Economics; Microeconomics; Engineering; Medicine","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":[0.001714713,0.002039608,0.002243556,0.001243146,0.001807836,0.003208422,0.001954016,0.002249669,0.01919476],"category_scores_gemma":[0.003660345,0.0007605572,0.001558069,0.001491626,0.001903229,0.003074386,0.002990091,0.002102346,0.0009716325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003990248,"about_ca_system_score_gemma":0.001819396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02752903,"about_ca_topic_score_gemma":0.01502937,"domain_scores_codex":[0.9969177,0.000942237,0.00007132902,0.0005924241,0.0002242767,0.001252073],"domain_scores_gemma":[0.9964859,0.001424466,0.0005666378,0.0001734271,0.0006052548,0.0007443314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004899001,0.0001655915,0.002866213,0.0002638222,0.0001467054,0.0009655362,0.0001345949,0.8818923,0.002249816,0.09823238,0.006389262,0.006203848],"study_design_scores_gemma":[0.00007792941,0.0001314444,0.001411855,0.00003645598,0.00005972434,0.0001693642,0.0002391547,0.9636169,0.0002294401,0.03247492,0.001500812,0.00005194729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4506606,0.005032954,0.4791287,0.007312431,0.0007643989,0.0004374613,0.003861008,0.0005697376,0.05223264],"genre_scores_gemma":[0.9803572,0.0007942706,0.008603916,0.0003147055,0.0001374183,0.00008528723,0.0003193859,0.0000578601,0.009329895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02752903,"threshold_uncertainty_score":0.06421286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2731447920793246,"score_gpt":0.5472430731739025,"score_spread":0.2740982810945779,"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."}}