{"id":"W2163444349","doi":"10.1128/aac.47.2.804-808.2003","title":"Molecular Epidemiology of Penicillin-Resistant and Ciprofloxacin-Resistant <i>Streptococcus pneumoniae</i> in Canada","year":2003,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Ciprofloxacin; Penicillin; Streptococcus pneumoniae; Microbiology; Serotype; Streptococcaceae; Biology; Antibiotic resistance; Pneumococcal infections; Antibacterial agent; Antibiotics; Virology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004039409,0.0003379875,0.0002897622,0.003277501,0.001882821,0.001234119,0.0008968162,0.0005138105,0.001324235],"category_scores_gemma":[0.001616633,0.0004524536,0.0003576737,0.003144812,0.0009837315,0.000245341,0.000590666,0.0005559654,0.0001697351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02206547,"about_ca_system_score_gemma":0.02626574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912177,"about_ca_topic_score_gemma":0.9908246,"domain_scores_codex":[0.9989246,0.00006180885,0.00007078889,0.00014347,0.000466069,0.0003333577],"domain_scores_gemma":[0.998087,0.00009829466,0.0004179703,0.00002966053,0.0008419828,0.0005250335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145029,0.00004361499,0.9733516,0.00008441556,0.00006002491,0.0004405878,0.001380271,0.0004689409,0.005947457,0.0003469478,0.0009827315,0.01667888],"study_design_scores_gemma":[0.000006891957,0.00005510409,0.9961388,0.00003470321,0.00001936595,0.0003600833,0.001136157,0.0003204227,0.0004603658,0.00002187558,0.001430161,0.00001602139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955932,0.00121007,0.0002252748,0.0003059576,0.000008524302,0.00004319731,0.0009361972,0.00001878372,0.001658758],"genre_scores_gemma":[0.9975864,0.0006950794,0.0003756867,0.0001268022,0.000004231995,0.0000102524,0.0005534019,0.000005865298,0.0006421265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02206547,"threshold_uncertainty_score":0.1600969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593596686922214,"score_gpt":0.260771794964087,"score_spread":0.2448358280948649,"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."}}