{"id":"W4386497758","doi":"10.1007/978-3-031-33851-9_39","title":"Health Systems Frameworks","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Healthcare system; Frame (networking); Risk analysis (engineering); Key (lock); Management science; Systems thinking; Population health; Computer science; Population; Business; Health care; Medicine; Engineering; Political science; Computer security; Environmental health","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001554203,0.0005633621,0.001333549,0.0008904897,0.0005734492,0.0003011089,0.0004414156,0.0008097866,0.0003268567],"category_scores_gemma":[0.0001303781,0.0007010629,0.0001408369,0.0001779085,0.0000886105,0.0003025137,0.0004587604,0.0008340081,0.004014043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521438,"about_ca_system_score_gemma":0.0008205783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206883,"about_ca_topic_score_gemma":0.0002211011,"domain_scores_codex":[0.995966,0.00001937909,0.001720613,0.000866526,0.000141202,0.001286268],"domain_scores_gemma":[0.9978176,0.0000585558,0.001006151,0.0006663965,0.0001512043,0.0003001257],"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":[0.00001098778,0.00001110618,0.00003343526,0.00338307,0.0001793142,0.00008786652,0.001236151,0.00005326507,4.063669e-9,0.9529771,0.04094015,0.001087526],"study_design_scores_gemma":[0.0001106262,0.00005605438,0.0001439029,0.000306257,0.000002918779,0.000002963579,0.001021407,0.000006753937,4.662501e-7,0.2150041,0.782804,0.0005406151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001491265,0.01295536,0.001841172,0.02100132,0.002107374,0.002085891,0.00020724,0.0006063769,0.9591804],"genre_scores_gemma":[0.001763318,0.004562944,0.000589924,0.001424597,0.0003196405,0.0002779421,0.0002677772,0.0002023965,0.9905915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7418638,"threshold_uncertainty_score":0.999544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03827815299159099,"score_gpt":0.2515423016040551,"score_spread":0.2132641486124641,"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."}}