{"id":"W3167103975","doi":"10.1016/j.diagmicrobio.2021.115447","title":"Invasive pneumococcal disease caused by serotypes 22F and 33F in Canada: the SAVE study 2011–2018","year":2021,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Public Health Agency of Canada; University of Manitoba","funders":"University of Manitoba","keywords":"Serotype; Streptococcus pneumoniae; Microbiology; Virology; Sulfamethoxazole; Antimicrobial; Multiple drug resistance; Pneumococcal disease; Clarithromycin; Biology; Medicine; Antibiotics","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":[0.0006059024,0.0008617521,0.0008681684,0.002913688,0.002852186,0.001872718,0.001898172,0.001015754,0.001834677],"category_scores_gemma":[0.001945165,0.0007337519,0.001314052,0.007903854,0.0007900447,0.000898128,0.001593759,0.001597707,0.0003926337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03886819,"about_ca_system_score_gemma":0.08621072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978689,"about_ca_topic_score_gemma":0.9988346,"domain_scores_codex":[0.9984496,0.00003979485,0.0001055711,0.0001764382,0.0005823931,0.0006462081],"domain_scores_gemma":[0.9967893,0.00006663684,0.0005016448,0.00008495511,0.001780249,0.0007772109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002269091,0.00007278134,0.9790085,0.0001950473,0.0002087806,0.0003345489,0.0007951444,0.0003277909,0.0002966123,0.000245043,0.01089512,0.007393672],"study_design_scores_gemma":[0.00001529656,0.00002769643,0.9936179,0.0001363799,0.00007979603,0.0001582294,0.001486352,0.0002025237,0.00006700501,0.00003153896,0.004157885,0.00001928609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043564,0.004005646,0.0003887457,0.001604906,0.0001570706,0.0002110832,0.08003859,0.0000619104,0.009175715],"genre_scores_gemma":[0.9684974,0.003477292,0.0003105576,0.0007701827,0.00006054114,0.00007841514,0.02174141,0.00003186466,0.005032358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03886819,"threshold_uncertainty_score":0.2820098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006908771657666815,"score_gpt":0.2187735542056589,"score_spread":0.211864782547992,"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."}}