{"id":"W4398764239","doi":"10.14745/ccdr.v50i05a02f","title":"Surveillance des pneumococcies invasives au Canada, 2021–2022","year":2024,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science; Political science","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":[0.0008458662,0.0005990215,0.0003641161,0.001961964,0.001530242,0.001361227,0.0009399778,0.0004292797,0.002156954],"category_scores_gemma":[0.001590512,0.0002240266,0.0003537835,0.002970266,0.000395753,0.0002904589,0.0006597535,0.000620719,0.0004237201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02215255,"about_ca_system_score_gemma":0.04942677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882804,"about_ca_topic_score_gemma":0.9928952,"domain_scores_codex":[0.998869,0.00005450383,0.00003849925,0.0001318,0.0006224839,0.0002837304],"domain_scores_gemma":[0.9973752,0.00008873613,0.0002810706,0.00003256429,0.001786467,0.0004359298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000347662,0.0001246077,0.8959562,0.000731228,0.0001290504,0.0003797889,0.00112021,0.0008276086,0.00681036,0.0004321149,0.02135523,0.07178583],"study_design_scores_gemma":[0.00001784197,0.0001353518,0.9662093,0.0002502578,0.00007172721,0.0001883208,0.00126264,0.0007112814,0.002137874,0.0000602847,0.02893072,0.00002429609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8649265,0.01413546,0.003088443,0.003766323,0.0002753174,0.0006003464,0.07768007,0.0003620049,0.03516555],"genre_scores_gemma":[0.9298658,0.009415811,0.005428542,0.002618306,0.00009405646,0.0002887481,0.03183151,0.00005158098,0.02040555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02215255,"threshold_uncertainty_score":0.1607287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273570462443073,"score_gpt":0.2315922445685448,"score_spread":0.2188565399441141,"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."}}