{"id":"W4413693646","doi":"10.1017/cjn.2025.10396","title":"Lost and Found: A Brain Abscess and the Hidden Thumbtack","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Brain abscess; Abscess; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004744638,0.001713396,0.001283955,0.004050953,0.005462349,0.004080823,0.002155327,0.009697708,0.01505765],"category_scores_gemma":[0.005970046,0.001049111,0.001269155,0.002078798,0.004026255,0.006384242,0.0026634,0.01075539,0.004216571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00383365,"about_ca_system_score_gemma":0.002827544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090478,"about_ca_topic_score_gemma":0.01125642,"domain_scores_codex":[0.9990871,0.0001003943,0.00007494342,0.0001691661,0.0002060181,0.0003623771],"domain_scores_gemma":[0.99828,0.0004583627,0.0003726626,0.0001981076,0.000169529,0.0005211485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009455563,0.00005455421,0.003075671,0.00003677064,0.00001586646,0.9865199,0.0002534872,0.00006573844,0.0002266914,0.001429344,0.005183695,0.00304376],"study_design_scores_gemma":[0.00001353028,0.00004393689,0.002128222,0.0001021357,0.00001652477,0.9918761,0.0004633207,0.0002001903,0.0001906434,0.002151661,0.002786433,0.00002725085],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5558969,0.03731688,0.01064767,0.1914252,0.01672173,0.0004586237,0.002251821,0.001310083,0.183971],"genre_scores_gemma":[0.9358189,0.006773229,0.002921228,0.02188737,0.004567439,0.00004679042,0.0003532437,0.0002523994,0.02737953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505765,"threshold_uncertainty_score":0.05037284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848188610639204,"score_gpt":0.2715996933476529,"score_spread":0.2531178072412608,"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."}}