{"id":"W4310772666","doi":"10.17269/s41997-022-00714-9","title":"Defining the “local public health unit” for public health systems and services research in Canada","year":2022,"lang":"en","type":"editorial","venue":"Canadian Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority","funders":"Canadian Institutes of Health Research; Partenariat Canadien Contre Le Cancer","keywords":"Public health; Unit (ring theory); Health services; Business; Public administration; Political science; Environmental health; Medicine; Nursing; Psychology; Population","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":[0.05639698,0.005823031,0.00867891,0.01195847,0.0255659,0.0420539,0.01304633,0.05343914,0.008584885],"category_scores_gemma":[0.1116089,0.003437036,0.004931867,0.01332707,0.02206591,0.01056216,0.006214506,0.06865402,0.003461037],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1466823,"about_ca_system_score_gemma":0.3491016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8288741,"about_ca_topic_score_gemma":0.9382694,"domain_scores_codex":[0.9455729,0.007764743,0.00670382,0.003477214,0.02913644,0.007344882],"domain_scores_gemma":[0.7853208,0.0388837,0.004938701,0.003432915,0.1210431,0.04638074],"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":[0.000009502611,0.000004168096,0.00003563097,0.0001551802,0.00001218377,0.00002176593,0.00005265695,0.00001720102,0.000006204189,0.0006147163,0.9976282,0.001442521],"study_design_scores_gemma":[0.00008515039,0.00001188064,0.001003939,0.001702389,0.0001469479,0.00007682535,0.0008576771,0.0001737707,0.00004758862,0.001764583,0.99405,0.00007922279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005343939,0.01240079,0.0001448587,0.1669518,0.8186079,0.00005301897,0.0001341594,0.00004624009,0.00160781],"genre_scores_gemma":[0.003245545,0.02030764,0.000593371,0.215578,0.740843,0.0001803323,0.0001715765,0.0002147514,0.01886578],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8533177,"threshold_uncertainty_score":0.9897276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2387867744920583,"score_gpt":0.4953513993335896,"score_spread":0.2565646248415313,"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."}}