{"id":"W2102204486","doi":"10.4021/jocmr501w","title":"From Clinical Presentation to the Outcome: the Natural History of PML in a Portuguese Population of HIV Infected Patients","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Progressive multifocal leukoencephalopathy; Natural history; JC virus; Population; Immunosuppression; Presentation (obstetrics); Pediatrics; Internal medicine; Immunology; Surgery; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00862274,0.0001057499,0.0008596035,0.0003548778,0.00002450081,0.00000168974,0.0003534986,0.000186779,0.0002319419],"category_scores_gemma":[0.02793974,0.00004588845,0.0003127689,0.0004499466,0.00064172,0.00008901462,0.0001011935,0.001792659,0.000008222777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141207,"about_ca_system_score_gemma":0.0005124338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738616,"about_ca_topic_score_gemma":0.0000755186,"domain_scores_codex":[0.9929421,0.001585489,0.003485134,0.0001699655,0.001592819,0.000224491],"domain_scores_gemma":[0.9921893,0.004672841,0.001152874,0.0004132248,0.001230134,0.0003415846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00384086,0.001152337,0.9493313,0.000031952,0.0001417997,0.00003508366,0.0009368,0.00000161465,0.00004232921,0.00002565168,0.01690008,0.02756016],"study_design_scores_gemma":[0.004879243,0.002335051,0.9896823,0.0005896245,0.0001794708,0.000004383587,0.0003334543,0.0001546208,0.00001624113,0.0003069553,0.001477909,0.00004072585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902499,0.002397259,0.000009399251,0.004258787,0.001560331,0.0005067149,0.000005847846,0.000003515352,0.001008244],"genre_scores_gemma":[0.9976255,0.0006123875,0.00009367681,0.0003167482,0.001014962,0.000003373797,0.0000154536,0.00001275859,0.0003051562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04035099,"threshold_uncertainty_score":0.9802483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3227283564980019,"score_gpt":0.542753393399866,"score_spread":0.220025036901864,"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."}}