{"id":"W2012405329","doi":"10.1128/jcm.39.2.733-737.2001","title":"Surveillance of Invasive <i>Streptococcus pneumoniae</i> Infection in the Province of Quebec, Canada, from 1996 to 1998: Serotype Distribution, Antimicrobial Susceptibility, and Clinical Characteristics","year":2001,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Hôpital Saint-Luc; Centre Integre de Sante et de Services Sociaux de Laval; Royal Victoria Regional Health Centre; Université de Sherbrooke; Institut National de Santé Publique du Québec","funders":"University of Alberta","keywords":"Streptococcus pneumoniae; Serotype; Penicillin; Microbiology; Antimicrobial; Antibiotics; Pneumococcal infections; Antibiotic resistance; Conjugate vaccine; Biology; Cephalosporin; Virology; Medicine","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":[0.0005453138,0.0004507418,0.0003720876,0.001093907,0.001236259,0.0007884586,0.001054311,0.0003996201,0.0008795727],"category_scores_gemma":[0.001597432,0.000228119,0.0002301951,0.0024602,0.0005483117,0.0003347863,0.000342514,0.0004579408,0.0001583465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01715967,"about_ca_system_score_gemma":0.01504569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924711,"about_ca_topic_score_gemma":0.9937499,"domain_scores_codex":[0.9993699,0.00004229931,0.0000457842,0.00009713123,0.0002715833,0.0001733172],"domain_scores_gemma":[0.997607,0.00008579642,0.0004566255,0.00003280378,0.001415438,0.000402235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009318728,0.00003173136,0.9874704,0.00007245413,0.00003636544,0.0002311917,0.0004169265,0.0002325124,0.0008831701,0.00002540628,0.001621109,0.008885534],"study_design_scores_gemma":[0.000007475978,0.0000500804,0.9973499,0.00004109236,0.00001628535,0.0001641401,0.0004024862,0.0002878958,0.0002057065,0.000005058809,0.001462379,0.000007504415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879752,0.002469855,0.0003167531,0.0003699592,0.00001860357,0.00008217185,0.006404307,0.00003167539,0.00233139],"genre_scores_gemma":[0.9950284,0.0008925208,0.0003628483,0.0001672316,0.000008796612,0.00002142102,0.002302047,0.000004078689,0.001212738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715967,"threshold_uncertainty_score":0.1245027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328940728770072,"score_gpt":0.3273667820051033,"score_spread":0.3040773747174026,"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."}}