{"id":"W4409004459","doi":"10.2196/preprints.75199","title":"Trust Dynamics and Equity in Public Health in Canada: Protocol for a Mixed Methods Project in the Postpandemic Era (Preprint)","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Pandemic; Protocol (science); Coronavirus disease 2019 (COVID-19); Equity (law); Public health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Dynamics (music); Political science; Computer science; Sociology; Virology; Medicine; Law; Infectious disease (medical specialty); World Wide Web; Alternative medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08148909,0.002481093,0.003138304,0.005099276,0.0109149,0.005905168,0.004620075,0.003716158,0.07424133],"category_scores_gemma":[0.08061501,0.004027745,0.004172249,0.008550946,0.003689293,0.00256014,0.004188522,0.005241123,0.008780876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05382106,"about_ca_system_score_gemma":0.2067279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4603332,"about_ca_topic_score_gemma":0.6198665,"domain_scores_codex":[0.9633356,0.02064717,0.004813314,0.002453372,0.004632914,0.00411758],"domain_scores_gemma":[0.9316379,0.0185014,0.004876531,0.008201877,0.03198006,0.004802223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.05171228,0.01543316,0.02135468,0.04324722,0.001178855,0.002277318,0.07323576,0.01211079,0.004190908,0.03831093,0.3651279,0.3718202],"study_design_scores_gemma":[0.06107987,0.008433396,0.1040699,0.02969768,0.0008018564,0.0002142075,0.04422815,0.008239247,0.005069793,0.01530014,0.721825,0.00104075],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003075293,0.000135254,0.002767669,0.0003681746,0.0001718926,0.985553,0.005424404,0.00006088316,0.002443481],"genre_scores_gemma":[0.001647581,0.00007126447,0.00280157,0.0001086607,0.00001305742,0.9944316,0.0003471127,0.000005017796,0.0005742206],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5396668,"threshold_uncertainty_score":0.9153075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2611820467200473,"score_gpt":0.6054722142634198,"score_spread":0.3442901675433725,"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."}}