{"id":"W4386824040","doi":"10.1093/cid/ciad114","title":"Uncomplementary","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Library science; Family medicine; Gerontology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003206779,0.0001785312,0.0003585999,0.0001420157,0.0002590823,0.0000237328,0.0002467721,0.00009403794,0.006334173],"category_scores_gemma":[0.0005432417,0.0001634129,0.0003409447,0.000367028,0.0002586831,0.00007817475,0.0002587927,0.0001583047,0.01738711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003524363,"about_ca_system_score_gemma":0.00007549344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004083648,"about_ca_topic_score_gemma":0.00003582958,"domain_scores_codex":[0.9980137,0.0004301853,0.0006474834,0.000419687,0.00005519537,0.0004337009],"domain_scores_gemma":[0.9981391,0.00111959,0.0001312045,0.0004581193,0.00006008407,0.00009192102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001720495,0.0003080453,0.6910421,0.00002134826,0.0002024663,0.00001381853,0.000009209603,0.000008351331,0.0002031135,0.0006485168,0.3029176,0.004608213],"study_design_scores_gemma":[0.001625859,0.0002212266,0.847001,0.0000302858,0.0001324406,0.000004136749,0.0001058414,0.000009264563,0.00005786404,0.00266739,0.147929,0.0002156901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989054,0.0009526174,0.00003237727,0.0003408453,0.003838922,0.0004410866,0.0004449026,0.001746049,0.003149233],"genre_scores_gemma":[0.996379,0.00009618885,0.000001344792,0.0006961968,0.0002223019,0.0001092157,0.0009729624,0.00002408435,0.001498742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1559589,"threshold_uncertainty_score":0.9945742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06393607818440353,"score_gpt":0.386914668487614,"score_spread":0.3229785903032104,"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."}}