{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004426619,0.0001770383,0.0002500346,0.000392939,0.0005965445,0.0001925315,0.000205976,0.0004972867,0.004726283],"category_scores_gemma":[0.001529728,0.00006158186,0.0001251166,0.0002337156,0.0001964129,0.0002495449,0.0003429797,0.0009026233,0.0006966441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066279,"about_ca_system_score_gemma":0.0003874525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125146,"about_ca_topic_score_gemma":0.002038317,"domain_scores_codex":[0.9997868,0.00009810167,0.0000225651,0.00001292003,0.00003144462,0.0000482004],"domain_scores_gemma":[0.9996245,0.0001621381,0.0000614951,0.00003666535,0.00004420173,0.00007093577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002810358,0.00289129,0.06483293,0.001395894,0.0001425355,0.009160123,0.001428656,0.0002586357,0.009929559,0.006232424,0.04280103,0.8581165],"study_design_scores_gemma":[0.002424252,0.0212258,0.5506741,0.00392174,0.0004168637,0.03046978,0.002134848,0.001377085,0.01241589,0.00630947,0.3685364,0.000093724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7549742,0.1175871,0.002762247,0.02611635,0.002608865,0.000479664,0.0006979064,0.0003095337,0.09446411],"genre_scores_gemma":[0.9663813,0.01978931,0.0008833189,0.004918739,0.001123684,0.0001012533,0.0002600797,0.00001393076,0.00652845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004726283,"threshold_uncertainty_score":0.01581103,"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."}}