{"id":"W4283380151","doi":"10.1017/cjn.2022.208","title":"P.116 Not everything is what it seems, look closer, think deeper: granulomatosis with polyangiitis","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Medicine; Skull; Granulomatosis with polyangiitis; Diplopia; Anatomy; Pathognomonic; Radiology; Pathology; Vasculitis; Surgery; Disease","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":[0.0003126936,0.0009166398,0.0006327713,0.0007521933,0.0006186482,0.001471729,0.0006504572,0.001965303,0.02668976],"category_scores_gemma":[0.001889952,0.0002099403,0.0004181461,0.0006283781,0.001456232,0.001584955,0.0005809458,0.002526875,0.01126565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265303,"about_ca_system_score_gemma":0.0004377213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008427487,"about_ca_topic_score_gemma":0.0006192272,"domain_scores_codex":[0.9997104,0.00007152883,0.00003328005,0.00006459861,0.0000785759,0.00004170609],"domain_scores_gemma":[0.999288,0.0003472967,0.0001613362,0.00003511371,0.00009667941,0.00007153639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0005564322,0.000165024,0.01528966,0.001854165,0.00009278761,0.18141,0.0007249952,0.0003119354,0.003240073,0.01549013,0.6068506,0.1740142],"study_design_scores_gemma":[0.00008150488,0.0001609728,0.008235385,0.00115368,0.00004968647,0.584088,0.0005040334,0.0005251264,0.0009616312,0.01393793,0.3902684,0.00003356855],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05926441,0.2083809,0.01116549,0.2538724,0.08623301,0.0005869783,0.001937724,0.001196138,0.377363],"genre_scores_gemma":[0.3275439,0.1242093,0.006143922,0.09264593,0.1497408,0.000362985,0.001391535,0.0004348814,0.2975268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02668976,"threshold_uncertainty_score":0.08928615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271880240403239,"score_gpt":0.24911731662244,"score_spread":0.2263985142184077,"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."}}