{"id":"W4398764424","doi":"10.14745/ccdr.v50i05a03f","title":"Surveillance des infections invasives à streptocoques du groupe A au Canada, 2021–2022","year":2024,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Microbiology; Virology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007954255,0.0004534305,0.0003081289,0.001782274,0.001333484,0.0008455161,0.0008301649,0.0002997986,0.001771377],"category_scores_gemma":[0.002070962,0.0001668797,0.0003759065,0.00291514,0.0003934762,0.0002502688,0.0005612864,0.0004192313,0.0002278021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01418658,"about_ca_system_score_gemma":0.04671852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985725,"about_ca_topic_score_gemma":0.9895269,"domain_scores_codex":[0.9990484,0.00006357087,0.00004238507,0.0001040559,0.0005176886,0.0002238442],"domain_scores_gemma":[0.9974228,0.0001167267,0.0003030245,0.00003582577,0.001806799,0.0003147199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002468711,0.00008540853,0.9244153,0.000471242,0.00009756193,0.0002292519,0.001267366,0.001065697,0.003571662,0.0004482036,0.009013543,0.05908785],"study_design_scores_gemma":[0.00001306757,0.0001175775,0.9801884,0.0002482016,0.00006630761,0.0001647373,0.001565669,0.001158751,0.001627634,0.00008367363,0.01474384,0.00002217511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383186,0.005293676,0.003205308,0.00170962,0.0001056383,0.000465652,0.03285882,0.0002062302,0.01783644],"genre_scores_gemma":[0.9671907,0.005088759,0.005962082,0.0009159727,0.0000343704,0.0002188468,0.0120314,0.00002251479,0.00853528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01427495,"threshold_uncertainty_score":0.1029313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244068180242001,"score_gpt":0.238222874812036,"score_spread":0.225782193009616,"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."}}