{"id":"W3116047444","doi":"10.1186/s12889-021-10300-2","title":"Media representations of COVID-19 public health policies: assessing the portrayal of essential health services in Canadian print media","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Newspaper; Public health; Medicine; Health care; Biostatistics; Inclusion (mineral); Pandemic; Coronavirus disease 2019 (COVID-19); Public relations; Sample (material); Health policy; Cannabis; Content analysis; Print media; Nursing; Advertising; Political science; Sociology; Business; Social science; Psychiatry; 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":[0.01091597,0.0004676594,0.0004369811,0.01877043,0.005696528,0.009763699,0.0009836517,0.001102742,0.004542747],"category_scores_gemma":[0.06785503,0.0003607276,0.0004087692,0.01464369,0.005001513,0.003194772,0.004067444,0.001315582,0.0001680511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03035692,"about_ca_system_score_gemma":0.04146579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7449607,"about_ca_topic_score_gemma":0.8045587,"domain_scores_codex":[0.9918651,0.001849201,0.0005494186,0.0003604787,0.004623302,0.00075244],"domain_scores_gemma":[0.921867,0.04879198,0.01158617,0.0008574351,0.01482291,0.002074599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007942637,0.0001689793,0.1981357,0.01559267,0.0004489947,0.001786667,0.5637451,0.0004230903,0.002807642,0.01759315,0.02516079,0.173343],"study_design_scores_gemma":[0.00006002079,0.0001580824,0.4041776,0.01253116,0.0006782418,0.0004193966,0.4440479,0.0007811813,0.001736767,0.001830571,0.1333978,0.0001813215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8331145,0.01391346,0.0007439126,0.01946096,0.0004468022,0.0004677287,0.004511591,0.00004290816,0.127298],"genre_scores_gemma":[0.9873174,0.007645752,0.0006888478,0.001600089,0.0001821013,0.0001808595,0.0005891685,0.00001693575,0.001778873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2550393,"threshold_uncertainty_score":0.5130825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407837738285743,"score_gpt":0.5081374575768486,"score_spread":0.3673536837482743,"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."}}