{"id":"W3201143911","doi":"10.17816/kazmj80285","title":"Serotherapy for epidemic cerebrospinal meningitis","year":2021,"lang":"en","type":"article","venue":"Kazan medical journal","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cerebrospinal meningitis; Meningitis; Medicine; Quarter (Canadian coin); Bacterial meningitis; Pediatrics; Disease; Intensive care medicine; Virology; Geography; 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002264555,0.0001492737,0.0003757775,0.00007951262,0.001416701,0.00001707701,0.000252135,0.0003636578,0.009765158],"category_scores_gemma":[0.004750696,0.0001145904,0.0002035879,0.0001910745,0.0000696791,0.00009345708,0.00004932814,0.001443531,0.0001897748],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458502,"about_ca_system_score_gemma":0.00738425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001031445,"about_ca_topic_score_gemma":0.00001363419,"domain_scores_codex":[0.9962157,0.0008774811,0.0009599351,0.0002385845,0.0007635783,0.0009447139],"domain_scores_gemma":[0.9957911,0.001182274,0.0002801316,0.0001799168,0.0003906545,0.002175948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003674066,0.0002611474,0.1653169,0.0007470409,0.000111576,0.0008713943,0.0004668716,0.000003238095,0.0002333242,0.001408544,0.6705138,0.1596988],"study_design_scores_gemma":[0.004738276,0.0002334203,0.02321223,0.0005029856,0.00004883749,0.0003271318,0.0008504512,0.0001560739,0.00003167948,0.003661153,0.9660099,0.0002278934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.852828,0.01800999,0.0485763,0.06412952,0.007243467,0.001282854,0.0001626559,0.0002414838,0.007525775],"genre_scores_gemma":[0.5679117,0.01639128,0.01348132,0.3070829,0.0805772,0.0007956142,0.0001439426,0.0002914655,0.01332454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.295496,"threshold_uncertainty_score":0.9998833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07005059207116764,"score_gpt":0.4787175336934145,"score_spread":0.4086669416222469,"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."}}