{"id":"W4367320094","doi":"10.3410/f.742574434.793598364","title":"Faculty Opinions recommendation of Involvement of ILC1-like innate lymphocytes in human autoimmunity, lessons from alopecia areata.","year":2023,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alopecia areata; Autoimmunity; Immunology; Medicine; Immune system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001630205,0.0006200944,0.001528198,0.0007244473,0.000315203,0.00005035682,0.002193857,0.001238479,0.0003577075],"category_scores_gemma":[0.003309639,0.0004446144,0.0005517584,0.002406572,0.0007160027,0.0002660901,0.001123138,0.001322355,0.0001991526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252548,"about_ca_system_score_gemma":0.0008431665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480507,"about_ca_topic_score_gemma":0.0003338187,"domain_scores_codex":[0.9948219,0.001081099,0.002377988,0.0007352981,0.0005032155,0.0004804945],"domain_scores_gemma":[0.9925176,0.0003012129,0.001974622,0.001783967,0.003329141,0.00009349446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002486075,0.0007018563,0.00002709701,0.003828695,0.0003750725,5.778121e-7,0.0004748754,1.490969e-7,0.0001566591,0.000303744,0.9927843,0.0013221],"study_design_scores_gemma":[0.001616892,0.0001637564,0.006684049,0.01266993,0.0001913827,0.00001110333,0.0001534963,0.000001157865,0.0003438821,0.00009123278,0.977698,0.0003750913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003097084,0.001953958,0.000005726368,0.02801957,0.001773045,0.001221281,0.9668857,0.00005432644,0.00005539646],"genre_scores_gemma":[0.0001170788,0.001561561,0.00009599474,0.001327462,0.0000979068,0.000239394,0.9953443,0.00003620182,0.001180052],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02845863,"threshold_uncertainty_score":0.9998006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05616253856549074,"score_gpt":0.3579758032880336,"score_spread":0.3018132647225429,"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."}}