{"id":"W4296713283","doi":"10.14745/ccdr.v48i09a05f","title":"Surveillance des infections invasives à streptocoques du groupe A au Canada, 2020","year":2022,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Institute for Circumpolar Health Research; Government of New Brunswick; Public Health Ontario; University of Toronto; Institut National de Santé Publique du Québec; Mount Sinai Hospital; Public Health Agency of Canada","funders":"","keywords":"Medicine; Streptococcus pyogenes; Humanities; Political science; Gynecology; Art; Biology","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":[0.001222867,0.000415448,0.000258222,0.002598061,0.001337037,0.001296969,0.0008505941,0.0002836096,0.001797357],"category_scores_gemma":[0.00343603,0.0001395971,0.0003003287,0.00435811,0.0004694132,0.0003610751,0.0006253794,0.0004655375,0.000221306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.019942,"about_ca_system_score_gemma":0.06673063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990851,"about_ca_topic_score_gemma":0.9937563,"domain_scores_codex":[0.9985639,0.000113213,0.00006824644,0.000139976,0.0008258651,0.0002888346],"domain_scores_gemma":[0.9962464,0.0002038134,0.0004709737,0.00004252244,0.002570453,0.0004657566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002715102,0.0001019945,0.8383087,0.00125374,0.0001304231,0.0002824839,0.00218246,0.001078839,0.003852277,0.001510923,0.01727145,0.1337552],"study_design_scores_gemma":[0.00001694561,0.0001360458,0.951562,0.0007179461,0.0001250814,0.0002127108,0.002828138,0.001054052,0.002057035,0.0001818039,0.04107644,0.00003176936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8633475,0.02805849,0.004945928,0.005977729,0.0002837309,0.0006024765,0.05067503,0.0003734072,0.04573565],"genre_scores_gemma":[0.9484727,0.01837897,0.008731971,0.001715189,0.00006013068,0.0001882726,0.01118412,0.00003056673,0.01123788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.019942,"threshold_uncertainty_score":0.14469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240963788645837,"score_gpt":0.2272325056584429,"score_spread":0.2148228677719846,"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."}}