{"id":"W3211818597","doi":"10.1371/journal.pone.0259590","title":"Surveying the local public health response to COVID-19 in Canada: Study protocol","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Public health; Thematic analysis; Health policy; Health services research; Qualitative research; Medicine; Public relations; Political science; Nursing; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06140774,0.002140098,0.002355203,0.005218756,0.01228069,0.00563105,0.005391511,0.002802415,0.03814175],"category_scores_gemma":[0.04090806,0.003017462,0.002196616,0.009525144,0.004288845,0.002652863,0.004063442,0.004822915,0.008095376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1018963,"about_ca_system_score_gemma":0.356815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8379124,"about_ca_topic_score_gemma":0.9154902,"domain_scores_codex":[0.9720053,0.01180173,0.004810494,0.002210215,0.004811364,0.00436082],"domain_scores_gemma":[0.9573221,0.005120394,0.003483394,0.003006885,0.02544313,0.005624015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02351635,0.01019901,0.06110303,0.03598253,0.0008393536,0.002762525,0.0535125,0.01095729,0.004418841,0.02972517,0.5360861,0.2308973],"study_design_scores_gemma":[0.0169293,0.003992327,0.2094537,0.01611347,0.0004891144,0.0003299388,0.03341677,0.005830607,0.003387452,0.008722263,0.7004842,0.0008509083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005543339,0.0003019477,0.003679893,0.0009848105,0.0001265286,0.9650553,0.01844466,0.00009888503,0.005764537],"genre_scores_gemma":[0.008637523,0.0005224787,0.006800715,0.0007420943,0.00003420627,0.9786052,0.002907366,0.00001575058,0.001734567],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1620876,"threshold_uncertainty_score":0.7393131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4207910660508137,"score_gpt":0.5201510481062446,"score_spread":0.0993599820554309,"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."}}