{"id":"W4407691301","doi":"10.17269/s41997-025-01000-0","title":"Championing public health: Why CPHA needs you now","year":2025,"lang":"en","type":"editorial","venue":"Canadian Journal of Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Public health; Political science; Business; Environmental planning; Environmental health; Environmental science; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03343039,0.004985142,0.007140794,0.006638367,0.01191868,0.02567394,0.008535836,0.0709161,0.01974084],"category_scores_gemma":[0.115012,0.002613249,0.00507573,0.005577867,0.007919687,0.00997767,0.00417217,0.07210857,0.01137102],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01715893,"about_ca_system_score_gemma":0.04045478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03659083,"about_ca_topic_score_gemma":0.1080044,"domain_scores_codex":[0.9711233,0.004546621,0.003265658,0.00234985,0.01637913,0.002335381],"domain_scores_gemma":[0.8453907,0.05445855,0.005053785,0.00290636,0.06216418,0.0300265],"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":[0.00001019438,0.0000087042,0.00001599699,0.0001009368,0.00001156923,0.00002751356,0.00001629593,0.000008321986,0.000007547958,0.0002034429,0.9979479,0.001641768],"study_design_scores_gemma":[0.0001194681,0.00002547882,0.0003535179,0.001219309,0.0001192909,0.0001107047,0.0002568425,0.0001332231,0.00004192371,0.001943232,0.9956252,0.00005178423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001075188,0.003306048,0.00003873446,0.09988515,0.8959551,0.00001123573,0.0000294627,0.00002029029,0.0007431667],"genre_scores_gemma":[0.0002564875,0.003363617,0.00009353303,0.06729314,0.924014,0.00002924033,0.0000224389,0.00002933625,0.00489818],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9828411,"threshold_uncertainty_score":0.1767989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09601940200094786,"score_gpt":0.3321554266735697,"score_spread":0.2361360246726218,"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."}}