{"id":"W2097991427","doi":"10.1128/aac.46.10.3261-3264.2002","title":"Penicillin-Binding Protein 1A, 2B, and 2X Alterations in Canadian Isolates of Penicillin-Resistant <i>Streptococcus pneumoniae</i>","year":2002,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Penicillin; Penicillin binding proteins; Streptococcus pneumoniae; Microbiology; Penicillin resistance; Streptococcaceae; Biology; Gene; Antibiotics; Genetics","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":[0.0001601781,0.0003535222,0.0002886667,0.001447914,0.0009083577,0.0004474097,0.0002980675,0.0003500368,0.0007719141],"category_scores_gemma":[0.00110036,0.0003264691,0.0002868716,0.001515003,0.0005198155,0.0001064425,0.0001968229,0.0002834001,0.0001368191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004340786,"about_ca_system_score_gemma":0.003308034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.792685,"about_ca_topic_score_gemma":0.8566552,"domain_scores_codex":[0.9995893,0.0000275831,0.00002347498,0.00006299185,0.0002029794,0.00009379852],"domain_scores_gemma":[0.9995605,0.00003871433,0.0001424175,0.00001285315,0.0001691185,0.00007644201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001092373,0.000128261,0.8093784,0.000231218,0.0001212441,0.002955698,0.002681833,0.000828328,0.152464,0.0002240036,0.001248377,0.02864623],"study_design_scores_gemma":[0.0000174167,0.0002227908,0.9863821,0.0000163162,0.00005835871,0.002143988,0.0005106041,0.0003148026,0.007800811,0.00002345145,0.002493354,0.00001597472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982741,0.0004139459,0.00007208519,0.00005453375,0.000003390865,0.00001385861,0.0004814218,0.000006779508,0.0006799319],"genre_scores_gemma":[0.9978125,0.0004183721,0.00051575,0.00007467641,0.000003641994,0.000009036703,0.000615577,0.000005520076,0.0005449099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.207315,"threshold_uncertainty_score":0.4170719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627809826634055,"score_gpt":0.2451377464850737,"score_spread":0.2288596482187332,"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."}}