{"id":"W2782429796","doi":"10.14288/1.0362004","title":"Neonatal group B streptococcal disease : burden of illness and assessment of preventability in British Columbia","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001814729,0.00003753783,0.0003909939,0.00002596728,0.0002129118,0.00008688126,0.0001886991,0.00007170735,0.0002817616],"category_scores_gemma":[0.00005533086,0.0001449007,0.000119347,0.00007241606,0.000670116,0.0003277498,0.0002775475,0.0001438298,4.833607e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006332425,"about_ca_system_score_gemma":0.0001235781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8317328,"about_ca_topic_score_gemma":0.9003673,"domain_scores_codex":[0.9990582,0.00004267816,0.0002023713,0.0003094222,0.0002295064,0.0001578343],"domain_scores_gemma":[0.9990436,0.00003095574,0.0002277778,0.0003651131,0.0001495627,0.00018298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000214384,0.0003050125,0.6853641,0.000563381,0.00003590983,0.0002712796,0.00006657816,0.000001108553,0.0002712523,0.000001379739,0.0001057294,0.3129928],"study_design_scores_gemma":[0.002372319,0.0001766959,0.9947185,0.0008557636,0.00009189716,0.00009516035,0.0008752219,0.0001455305,0.000001823125,0.000374489,0.0001699217,0.0001227147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980228,0.0001123924,0.00006683573,0.00004811046,0.00008537544,0.0005354054,0.0007193912,0.00001539072,0.000394296],"genre_scores_gemma":[0.99888,0.0001533958,0.000271634,0.000004561649,0.00001944813,0.000002215461,0.00003241576,0.000008540022,0.0006278402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3128701,"threshold_uncertainty_score":0.590888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008846403898804768,"score_gpt":0.2308393527824949,"score_spread":0.2219929488836901,"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."}}