{"id":"W2770464545","doi":"10.1093/pch/pxx153","title":"Small bite, big problem: Understanding severe microcephaly in Canada","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; McGill University; Hospital for Sick Children; University of Toronto; SickKids Foundation; Public Health Agency of Canada","funders":"","keywords":"Microcephaly; Medicine; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005892532,0.0002382279,0.000494215,0.0002227219,0.0009294685,0.0000710657,0.0002328257,0.0001051255,0.000036991],"category_scores_gemma":[0.0001484451,0.000227493,0.00007892618,0.0003082777,0.00005809693,0.00008762564,0.00009722789,0.0006017809,0.00001191199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003190176,"about_ca_system_score_gemma":0.004684364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9194356,"about_ca_topic_score_gemma":0.9665241,"domain_scores_codex":[0.9977919,0.00005427479,0.0005242249,0.0004252777,0.0003494055,0.0008548597],"domain_scores_gemma":[0.9985283,0.00007328834,0.0003730235,0.0005431835,0.0000700087,0.0004121796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004630241,0.00008952965,0.9747786,0.0007974596,0.00002201108,0.0002062775,0.000921308,0.00003696647,0.000005711634,0.001803333,0.006503377,0.01478915],"study_design_scores_gemma":[0.005083627,0.0004645055,0.9636689,0.0007517473,0.00007529467,0.0008179367,0.002088981,0.0001768534,0.00002352839,0.002814046,0.0232804,0.0007542077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7989258,0.007817762,0.001262842,0.04798935,0.003611573,0.002431149,0.0001897812,0.0001987246,0.1375731],"genre_scores_gemma":[0.9901329,0.004157483,0.0006924599,0.00394423,0.0007896041,0.00001623578,0.000030022,0.00003904678,0.0001979848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1912072,"threshold_uncertainty_score":0.9276895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880201060623592,"score_gpt":0.25343339743765,"score_spread":0.2146313868314141,"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."}}