{"id":"W2467872577","doi":"","title":"Answer to case of the month #112: Progressive multifocal leukoencephalopathy with characteristic magnetic resonance imaging and magnetic resonance spectroscopy findings.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Magnetic resonance imaging; Nuclear magnetic resonance; Nuclear magnetic resonance spectroscopy; Leukoencephalopathy; Radiology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103466,0.0002307708,0.000307518,0.00008641906,0.0001336101,0.00003711495,0.000113217,0.00005652148,0.00002426647],"category_scores_gemma":[0.00009629361,0.0001432785,0.00005919467,0.0003449967,0.0003868208,0.00007604328,0.00006835347,0.0001996382,0.000003394743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006845675,"about_ca_system_score_gemma":0.00006611506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003480642,"about_ca_topic_score_gemma":0.00007426704,"domain_scores_codex":[0.9984238,0.00004341676,0.0002986367,0.0004176724,0.0002714235,0.0005450398],"domain_scores_gemma":[0.9991846,0.00004305963,0.00009299973,0.000363336,0.00008494671,0.0002310534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002254662,0.0006510057,0.6671707,0.0001900846,0.00001553874,0.008594466,0.0005894153,0.000004264374,0.002949245,0.0001307952,0.001492576,0.3159572],"study_design_scores_gemma":[0.001817914,0.0002226805,0.9898719,0.0002800409,0.000158169,0.001746315,0.00008069834,0.0002730779,0.002867728,0.00002613665,0.002467419,0.0001879393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402472,0.05670888,0.000008442075,0.0006004437,0.0001097957,0.001547904,0.00007846798,0.00004153909,0.0006572706],"genre_scores_gemma":[0.9972528,0.00008136974,0.0004238342,0.0002719777,0.0001223993,0.0006110214,0.000004730273,0.00003306876,0.001198758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3227012,"threshold_uncertainty_score":0.5842728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004952508272594905,"score_gpt":0.2084649602155924,"score_spread":0.2035124519429974,"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."}}