{"id":"W4229482496","doi":"10.1148/cases.20201125","title":"Brain abscess","year":2020,"lang":"it","type":"standard","venue":"","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Brain abscess; Abscess; Medicine; Surgery","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":[0.0005437725,0.0006147769,0.0003682654,0.0013836,0.0008701779,0.001217808,0.0006198233,0.001079196,0.08195453],"category_scores_gemma":[0.002567894,0.000132739,0.0006168243,0.00066592,0.0006144421,0.0008169389,0.001176396,0.002957194,0.04808249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311815,"about_ca_system_score_gemma":0.003919298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508352,"about_ca_topic_score_gemma":0.004687835,"domain_scores_codex":[0.9994971,0.00005749374,0.00003770179,0.00006046204,0.0002260548,0.0001213358],"domain_scores_gemma":[0.9985449,0.000179389,0.0001078458,0.0001660836,0.0005643508,0.0004374565],"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":[0.0003792561,0.0002735193,0.001812998,0.0003700416,0.00001923169,0.004289779,0.00004255281,0.0003501404,0.002511033,0.02155503,0.4078405,0.5605558],"study_design_scores_gemma":[0.0000611321,0.0003207125,0.004631023,0.0004637912,0.00001793524,0.01712506,0.00003939543,0.0003445201,0.002025007,0.01117967,0.9637677,0.00002405908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.011144,0.01198424,0.01191965,0.01925396,0.008671642,0.0004244324,0.002732658,0.001622159,0.9322473],"genre_scores_gemma":[0.1389288,0.0266976,0.01242618,0.0285247,0.00615622,0.0006041069,0.009974261,0.0005823486,0.7761058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08195453,"threshold_uncertainty_score":0.2741653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811818409238283,"score_gpt":0.2690216854416755,"score_spread":0.2509035013492927,"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."}}