{"id":"W4391185869","doi":"10.1007/978-3-031-48105-5_9","title":"Viral and Bacterial Infections","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Virology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002995849,0.001112739,0.0005926744,0.001353364,0.001032053,0.002285362,0.0006987586,0.00138034,0.07905912],"category_scores_gemma":[0.0006608258,0.0002674736,0.0003883357,0.00109836,0.0009643078,0.001708242,0.001711847,0.002057929,0.05157199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007864435,"about_ca_system_score_gemma":0.001139263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360965,"about_ca_topic_score_gemma":0.007757919,"domain_scores_codex":[0.9997311,0.00005992567,0.00001135902,0.00002833143,0.0001320656,0.00003725067],"domain_scores_gemma":[0.9998645,0.00005293614,0.000009132751,0.00001643455,0.00003360525,0.00002331227],"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":[0.00002176088,0.0000602508,0.0001157631,0.0003295295,0.000005606769,0.0002391931,0.0004392403,0.0001936452,0.0006089925,0.06313021,0.7267025,0.2081534],"study_design_scores_gemma":[0.000001132675,0.000009384416,0.00009451334,0.0001181741,0.000001245555,0.0001740918,0.00004603753,0.00001746428,0.0000328462,0.003799971,0.9957033,0.000001851501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003615404,0.06256101,0.0008485373,0.002319287,0.006185413,0.00005191154,0.0001222157,0.000086639,0.9274635],"genre_scores_gemma":[0.001615833,0.0270732,0.0005462701,0.002352359,0.001902494,0.00003233099,0.000106284,0.00003338751,0.9663377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07905912,"threshold_uncertainty_score":0.2644791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711568501858356,"score_gpt":0.2422591101376411,"score_spread":0.2251434251190575,"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."}}