{"id":"W4383302659","doi":"10.17269/s41997-023-00785-2","title":"Promise and peril: how health system reforms impacted public health in three Canadian provinces","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Trillium Health Centre; University of Toronto; Centre for Global Health Research; Public Health Ontario; McMaster University; Institute for Clinical Evaluative Sciences; Impact","funders":"Canadian Institutes of Health Research","keywords":"Public health; Workforce; Context (archaeology); Stakeholder; Corporate governance; Health policy; Thematic analysis; Health care; Business; Public relations; Political science; Economic growth; Medicine; Qualitative research; Sociology; Economics; Nursing; Geography; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.009004148,0.0005366832,0.0006353129,0.002816183,0.03162541,0.00831103,0.003785684,0.002070479,0.002600975],"category_scores_gemma":[0.01899856,0.0006944336,0.0007109237,0.006641223,0.01181009,0.002111143,0.006598458,0.003334813,0.0001255624],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.4057672,"about_ca_system_score_gemma":0.4910575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982569,"about_ca_topic_score_gemma":0.9991685,"domain_scores_codex":[0.9829863,0.00303992,0.0004051743,0.0007752821,0.003380301,0.009412921],"domain_scores_gemma":[0.9822699,0.004011086,0.001595837,0.0005966601,0.005493695,0.006032896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006436125,0.0003336566,0.3633729,0.001310508,0.0002318288,0.005274107,0.4571352,0.005126767,0.002636964,0.06032516,0.02091579,0.08269347],"study_design_scores_gemma":[0.0000464334,0.000117028,0.3061987,0.0005778089,0.0001348954,0.0002237689,0.6263477,0.001824829,0.0007493843,0.00244872,0.06114762,0.000183159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435934,0.001986685,0.0007421694,0.01933906,0.00009276999,0.0003091528,0.0008080824,0.00004961804,0.03307893],"genre_scores_gemma":[0.9958736,0.000471277,0.0004328584,0.0008621308,0.000006279131,0.00004069799,0.0001371549,0.000008421322,0.002167522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5942328,"threshold_uncertainty_score":0.6892258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516006154864013,"score_gpt":0.4148317596311464,"score_spread":0.2632311441447451,"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."}}