{"id":"W4412652536","doi":"10.1007/978-3-031-78916-8_10","title":"Imaging of Brain Infections","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Neuroimaging; Psychiatry","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":[0.000332261,0.000665748,0.0003690028,0.001120459,0.0002545408,0.00129222,0.0009287582,0.001811674,0.02890156],"category_scores_gemma":[0.0006342757,0.000336414,0.0002849569,0.0005515327,0.0005583825,0.001407041,0.0006143829,0.001674776,0.01153668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005376996,"about_ca_system_score_gemma":0.0004530786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377778,"about_ca_topic_score_gemma":0.003114409,"domain_scores_codex":[0.9999219,0.00001741469,0.000003563422,0.00001281373,0.00003346413,0.00001076358],"domain_scores_gemma":[0.9998468,0.00007818468,0.00001001072,0.00001445149,0.00003388544,0.00001665342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001325003,0.00004632297,0.0002741672,0.001370497,0.0000342031,0.001661054,0.0001096704,0.0007947613,0.02858423,0.03745306,0.3042748,0.6252646],"study_design_scores_gemma":[0.00001400619,0.00007476231,0.0008333083,0.0008873004,0.00003253787,0.01723504,0.00009706818,0.0009373453,0.009176463,0.02187723,0.9488049,0.00003007264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004095723,0.3993968,0.07227792,0.01343554,0.005512752,0.0001205157,0.0006699256,0.001421547,0.5030692],"genre_scores_gemma":[0.0437846,0.3144653,0.07433772,0.009486276,0.006490948,0.000229789,0.0008920573,0.0006515157,0.5496619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02890156,"threshold_uncertainty_score":0.09668541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00982028453253935,"score_gpt":0.2415580045694108,"score_spread":0.2317377200368714,"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."}}