{"id":"W3127360848","doi":"10.26443/mjm.v4i1.418","title":"Penicillin Resistant Bacteremic Pneumococcal Pneumonia","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Pneumonia; Pneumococcal pneumonia; Penicillin; Streptococcus pneumoniae; Bacteremia; Microbiology; Intensive care medicine; Antibiotics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003652382,0.0002540055,0.0003318147,0.0005504991,0.001084806,0.0003540139,0.0003803563,0.0005636656,0.056333],"category_scores_gemma":[0.001190143,0.00008389245,0.0003023841,0.0005909545,0.0001964597,0.0002187892,0.0003628178,0.0003552591,0.01032392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003891475,"about_ca_system_score_gemma":0.001338132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007394148,"about_ca_topic_score_gemma":0.0137902,"domain_scores_codex":[0.9994745,0.00009736743,0.00003894464,0.00004311248,0.0001543776,0.0001916608],"domain_scores_gemma":[0.9993217,0.0000728205,0.0001467749,0.00005059545,0.0001353101,0.0002727678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.003954243,0.0009746356,0.203795,0.001352775,0.0002955408,0.0272902,0.0002038473,0.0001776703,0.008286934,0.003324828,0.5140375,0.2363067],"study_design_scores_gemma":[0.0006455906,0.001446559,0.3918837,0.00149421,0.0001870961,0.02695232,0.0004018343,0.0003026831,0.001469392,0.001488071,0.5736626,0.00006593954],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1237246,0.01096979,0.0009449427,0.006291072,0.004193856,0.0005330933,0.0051865,0.0002358514,0.8479203],"genre_scores_gemma":[0.8158307,0.01101478,0.0005616875,0.01618262,0.003925883,0.0003182642,0.004734516,0.00008409783,0.1473474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.056333,"threshold_uncertainty_score":0.1884527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608730816184189,"score_gpt":0.2994271245250787,"score_spread":0.2433398163632368,"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."}}