{"id":"W3129963250","doi":"10.17269/s41997-021-00494-8","title":"COVID-19, public health and constructive journalism in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Journalism; Constructive; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Political science; Coronavirus Infections; Pandemic; Media studies; Virology; Sociology; Medicine; Computer science; Nursing; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007903405,0.0004067491,0.000699129,0.003554592,0.03369042,0.02320059,0.00238855,0.006055197,0.02774444],"category_scores_gemma":[0.0287201,0.0007248793,0.0005830419,0.00428072,0.010549,0.00332651,0.005559718,0.008407613,0.001337307],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1889184,"about_ca_system_score_gemma":0.4804479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988376,"about_ca_topic_score_gemma":0.9953485,"domain_scores_codex":[0.9869572,0.001285518,0.0004191764,0.0006060562,0.004999735,0.005732356],"domain_scores_gemma":[0.9195561,0.009691526,0.002409823,0.0009661926,0.02143379,0.04594259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002987726,0.0003407457,0.03027833,0.0004392358,0.00006948086,0.001558343,0.02230193,0.0004913126,0.0006230437,0.1924292,0.6821085,0.06906117],"study_design_scores_gemma":[0.0001198578,0.00007387496,0.0741887,0.0003749979,0.00003869381,0.0002575891,0.03141113,0.0004090111,0.0003341262,0.008610598,0.8840479,0.0001335039],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1092519,0.01504209,0.0004995519,0.5793281,0.006447228,0.0002140466,0.002790935,0.0002519951,0.2861743],"genre_scores_gemma":[0.7243078,0.007859081,0.001224768,0.05646136,0.001697014,0.000145711,0.0008867437,0.0002610488,0.2071565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1889184,"threshold_uncertainty_score":0.9407396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06480020181516981,"score_gpt":0.3169945778133109,"score_spread":0.252194375998141,"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."}}