{"id":"W4392255820","doi":"10.22374/cjmrp.v21i1.3","title":"Pregnant Canadians and Public Health Communication During the Early Pandemic","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Midwifery Research and Practice","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Pandemic; Public health; Risk communication; Health communication; Political science; Coronavirus disease 2019 (COVID-19); Medicine; Environmental health; Psychology; Public relations; Nursing; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00573035,0.0003945615,0.0006083573,0.001347553,0.0314739,0.007403943,0.002022969,0.002025563,0.008389552],"category_scores_gemma":[0.01669128,0.0004526974,0.0003783217,0.00317787,0.01045107,0.002468536,0.005383378,0.003415429,0.0003296209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08123538,"about_ca_system_score_gemma":0.1761037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985972,"about_ca_topic_score_gemma":0.9876795,"domain_scores_codex":[0.992722,0.002440996,0.0002166208,0.0005223238,0.001544544,0.002553554],"domain_scores_gemma":[0.9890675,0.002709101,0.00143588,0.0002757108,0.003350404,0.0031614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008848561,0.00005789889,0.02732384,0.0004711177,0.00001559127,0.001515937,0.9234288,0.00004731644,0.0003207496,0.005356762,0.01597586,0.02539769],"study_design_scores_gemma":[0.00001426397,0.00003396922,0.0271255,0.0006249609,0.00002191658,0.0002731205,0.9140623,0.00003643608,0.00008707754,0.0003188869,0.05735093,0.0000506718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654675,0.01181477,0.0003732291,0.08671828,0.001133636,0.0002657286,0.0008234417,0.00005701222,0.1333465],"genre_scores_gemma":[0.9817159,0.004650874,0.0002786964,0.005901664,0.00007745433,0.0000520363,0.0001248605,0.00002252352,0.007176001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08123538,"threshold_uncertainty_score":0.5894067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5708718494849976,"score_gpt":0.549975104360944,"score_spread":0.0208967451240536,"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."}}