{"id":"W2106559589","doi":"10.1086/323339","title":"Dynamics of Penicillin‐Susceptible Clones in Invasive Pneumococcal Disease","year":2001,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Penicillin; Serotype; Multilocus sequence typing; Virulence; clone (Java method); Microbiology; Biology; Typing; Bacteremia; Pneumococcal infections; Streptococcus pneumoniae; Virology; Pneumococcal disease; Antibiotics; Genotype; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0005232687,0.0001496357,0.0002576981,0.001154363,0.0003773493,0.00100365,0.0002530557,0.0006135406,0.001065901],"category_scores_gemma":[0.003235233,0.0002363796,0.0001630494,0.0007584326,0.0003809416,0.0005290971,0.0004799206,0.0005338699,0.0003600492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005945202,"about_ca_system_score_gemma":0.0004501615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303107,"about_ca_topic_score_gemma":0.004200644,"domain_scores_codex":[0.9994692,0.00009362782,0.00003558167,0.0000955703,0.0001379353,0.000168026],"domain_scores_gemma":[0.9980468,0.000310277,0.0008300791,0.00008026768,0.0003461681,0.0003863405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004220661,0.00005538193,0.9792238,0.00001880102,0.00002859466,0.0006473597,0.0007819558,0.0002347472,0.004914768,0.0002090994,0.0003243713,0.01313897],"study_design_scores_gemma":[0.00001162839,0.0001408813,0.9957631,0.00001446073,0.00001274191,0.001588773,0.0004925918,0.0004009298,0.0007071107,0.00008719007,0.0007730137,0.000007651364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991893,0.0003535023,0.00006101057,0.00004372058,0.000001996095,0.000002938158,0.00004501032,0.000003606938,0.0002988868],"genre_scores_gemma":[0.999216,0.0002756538,0.00008140341,0.00002417408,0.000008408437,0.000005707633,0.0001897142,0.000002125882,0.0001967648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004303107,"threshold_uncertainty_score":0.008556128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134339762619049,"score_gpt":0.2681412310904109,"score_spread":0.2567978334642204,"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."}}