{"id":"W4402837128","doi":"10.70270/nglx52c","title":"PNH in the Pandemic: New Science and New Treatments in the Spotlight at ASH 2021","year":2022,"lang":"en","type":"article","venue":"Mednet","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Environmental health; Internal medicine; Outbreak","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":[],"consensus_categories":[],"category_scores_codex":[0.0007658163,0.00007838973,0.0001168772,0.00008345256,0.000147604,0.00002174814,0.0002253687,0.00002166628,0.000567466],"category_scores_gemma":[0.0001097951,0.0000386072,0.00001779279,0.0005175329,0.0000814882,0.0000398568,0.00008544981,0.000211725,0.00001897249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280488,"about_ca_system_score_gemma":0.0002621462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008733617,"about_ca_topic_score_gemma":0.0006939686,"domain_scores_codex":[0.9989293,0.00008794492,0.0001084053,0.0001842704,0.0004875782,0.0002025422],"domain_scores_gemma":[0.9995372,0.000105237,0.00002546476,0.0002496449,0.000007218601,0.00007520035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001923006,0.0002383521,0.6841912,0.000008807765,0.00001767166,0.0004067648,0.06384049,0.00001402025,0.002753006,0.0002058721,0.1756961,0.07243548],"study_design_scores_gemma":[0.001618807,0.0001820338,0.5940173,0.00001278238,0.00002885336,0.0002179587,0.002272991,0.00003444568,0.0001502087,0.0003918339,0.4010074,0.0000654249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793937,0.001311629,0.000001572842,0.01106911,0.0001111691,0.0003269366,0.000003351199,0.000006495884,0.007776014],"genre_scores_gemma":[0.9884804,0.0001188186,0.00002935485,0.005312657,0.000123573,0.00001861936,0.000009361778,0.000005352846,0.005901829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2253113,"threshold_uncertainty_score":0.6213354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899577276379571,"score_gpt":0.3079916434366819,"score_spread":0.2689958706728862,"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."}}