{"id":"W4214696319","doi":"10.1177/10935266211064696","title":"Fatal Pediatric Streptococcal Infection: A Clinico—Pathological Study","year":2022,"lang":"en","type":"article","venue":"Pediatric and Developmental Pathology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Autopsy; Medicine; Pathological; Sepsis; Streptococcus pneumoniae; Pneumonia; Meningitis; Streptococcus; Streptococcus pyogenes; Cohort; Pediatrics; Internal medicine; Pathology; Antibiotics; Microbiology; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003457537,0.0002634671,0.0004257869,0.0003486489,0.0006417164,0.00002047463,0.00006612196,0.0001075744,0.001324076],"category_scores_gemma":[0.00009703882,0.0002314946,0.0001132104,0.0006581839,0.00006932439,0.00007052848,0.0004801828,0.0004980587,0.0001272134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637776,"about_ca_system_score_gemma":0.0001892416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003609778,"about_ca_topic_score_gemma":0.000006837381,"domain_scores_codex":[0.9979826,0.0001950126,0.0005044783,0.0006629562,0.0002771017,0.0003778757],"domain_scores_gemma":[0.999306,0.0001321394,0.0001226542,0.0001765243,0.00004598966,0.0002166514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406765,0.002417233,0.9922375,0.00001746838,0.00003759604,0.001461386,0.0003473275,0.00000327743,0.00001140899,0.00002814367,0.0005833008,0.002714702],"study_design_scores_gemma":[0.003757037,0.003068176,0.9873602,6.372993e-7,0.0003104374,0.003512455,0.0007940457,0.000008831546,0.000004800033,0.00008402498,0.0008692945,0.0002300672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956531,0.0002795124,0.00007690769,0.00006461557,0.0005137491,0.001234246,0.00003136506,0.000166231,0.001980277],"genre_scores_gemma":[0.9967739,0.0002301435,0.0008922633,0.0002231323,0.0004343232,0.0008611802,0.0000746045,0.00002299484,0.0004874389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004877286,"threshold_uncertainty_score":0.9995888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477170078685757,"score_gpt":0.3093574542668049,"score_spread":0.2745857534799473,"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."}}