{"id":"W2282214773","doi":"10.1159/000443750","title":"Brain Microvasculature Involvement in ANCA Positive Vasculitis","year":2016,"lang":"en","type":"article","venue":"Cerebrovascular Diseases","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vasculitis; ANCA-Associated Vasculitis; Pathology; Dermatology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001720841,0.0003358974,0.0005460544,0.0002977855,0.0001112944,0.00003566684,0.000161157,0.000229692,0.00120434],"category_scores_gemma":[0.0002026954,0.0002240159,0.001007983,0.0004725619,0.0001936286,0.0002105366,0.00008905987,0.0002249774,0.0003139433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938634,"about_ca_system_score_gemma":0.0002202693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151361,"about_ca_topic_score_gemma":0.00006605472,"domain_scores_codex":[0.9976313,0.000149765,0.000415422,0.0007041675,0.0005131183,0.0005862227],"domain_scores_gemma":[0.9983928,0.0001155778,0.00007022591,0.0008361015,0.0001347267,0.000450522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004882974,0.005327811,0.6740183,0.0009981889,0.009831001,0.001859695,0.001514439,0.00004985395,0.02870891,0.01495092,0.07723151,0.1850211],"study_design_scores_gemma":[0.01253091,0.0002128222,0.952846,0.001535977,0.0007819547,0.0001730139,0.0001989983,0.00001187931,0.00243786,0.002008981,0.02673248,0.0005291639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958984,0.01504198,0.0008790525,0.01994145,0.0004040757,0.001644547,0.0003847241,0.0003007289,0.002419415],"genre_scores_gemma":[0.993014,0.001991484,0.0002972875,0.002186595,0.0002986914,0.0001163688,0.0003645073,0.00007296923,0.001658061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2788277,"threshold_uncertainty_score":0.9997087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006104634453386523,"score_gpt":0.2269565508229534,"score_spread":0.2208519163695668,"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."}}