{"id":"W3042246554","doi":"10.15586/jptcp.v27i3.688","title":"Cerebral abscesses imaging: A practical approach","year":2020,"lang":"en","type":"article","venue":"Journal of Population Therapeutics and Clinical Pharmacology","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Magnetic resonance imaging; Differential diagnosis; Radiology; Lesion; Central nervous system; Parenchyma; Diffusion MRI; Brain abscess; Pathology; Abscess; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008916126,0.001594966,0.001258522,0.004345319,0.0004856916,0.002028403,0.001470279,0.003332566,0.003946946],"category_scores_gemma":[0.001942656,0.0004855238,0.0006450087,0.001462988,0.001420496,0.00393275,0.001369721,0.00440225,0.003267151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144137,"about_ca_system_score_gemma":0.001081755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008591106,"about_ca_topic_score_gemma":0.0012785,"domain_scores_codex":[0.9995357,0.0001472818,0.00009203016,0.00006649001,0.0001175118,0.00004114819],"domain_scores_gemma":[0.9990815,0.0003790547,0.0000915264,0.00004654186,0.0003143912,0.00008700971],"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":[0.00009534165,0.00009423187,0.0008353232,0.009594753,0.0001013692,0.01172984,0.0002824767,0.0008463933,0.003230401,0.01264914,0.1413017,0.819239],"study_design_scores_gemma":[0.0000306223,0.0001684408,0.001635927,0.006068704,0.0001175571,0.07156292,0.0003992224,0.0005532831,0.001004762,0.01892995,0.8994322,0.00009632634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006052942,0.9701242,0.005857335,0.01188997,0.00509207,0.00004408828,0.00004541376,0.0001269421,0.006214629],"genre_scores_gemma":[0.005766197,0.9605803,0.009001439,0.006777088,0.01459109,0.00009563408,0.00009884425,0.00002659695,0.003062762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004345319,"threshold_uncertainty_score":0.01320392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09469557582533397,"score_gpt":0.4496818119721299,"score_spread":0.3549862361467959,"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."}}