{"id":"W4210595437","doi":"10.1007/978-3-030-72980-6_8","title":"Infectious Diseases","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Septic arthritis; Virology; Human immunodeficiency virus (HIV); Medicine; Meningitis; Immunology; Biology; Arthritis; Pediatrics","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":[0.000698458,0.001351127,0.0006223091,0.001704123,0.0009495066,0.002989401,0.0009186951,0.001742686,0.2816446],"category_scores_gemma":[0.001577647,0.0003711573,0.0004466808,0.001277707,0.000673374,0.001580036,0.0021509,0.002305132,0.2373372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138254,"about_ca_system_score_gemma":0.002528144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599301,"about_ca_topic_score_gemma":0.007664138,"domain_scores_codex":[0.9992353,0.0001708656,0.00003452734,0.00009107775,0.0003725039,0.00009578661],"domain_scores_gemma":[0.9995044,0.00009524284,0.00003157281,0.00006964467,0.0002216362,0.00007747945],"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":[0.000008093733,0.00002888653,0.00008429297,0.0002160173,0.000002933353,0.00004502026,0.0000858639,0.00006599858,0.0002433949,0.01259087,0.8634841,0.1231445],"study_design_scores_gemma":[0.000001550172,0.000006077812,0.0001038035,0.0001428533,0.000001153513,0.00006362472,0.00002515568,0.00001579339,0.00002702014,0.001194749,0.9984168,0.000001440991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001336787,0.01380694,0.0007861874,0.002590841,0.003960861,0.0001006946,0.000485209,0.0001586071,0.977977],"genre_scores_gemma":[0.001118697,0.01414528,0.0009830929,0.003535586,0.001437908,0.00007441667,0.000883847,0.00005673845,0.9777645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2816446,"threshold_uncertainty_score":0.9421952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715967523427114,"score_gpt":0.273360830499969,"score_spread":0.2562011552656978,"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."}}