{"id":"W6977306647","doi":"10.6084/m9.figshare.26630116.v1","title":"Additional file 4 of Autoimmune PaneLs as PrEdictors of Toxicity in Patients TReated with Immune Checkpoint InhibiTors (ALERT)","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Toxicity; Autoantibody; Immunotherapy; Ipilimumab; Immune system; Immune checkpoint; Pembrolizumab","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00139712,0.0009687108,0.001601611,0.001926835,0.0005918172,0.00162519,0.001380796,0.001267858,0.8236205],"category_scores_gemma":[0.042309,0.0004775349,0.001434761,0.002846777,0.0001820423,0.001573493,0.000897127,0.0009158389,0.09439245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009027218,"about_ca_system_score_gemma":0.001379453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005791094,"about_ca_topic_score_gemma":0.00849274,"domain_scores_codex":[0.9989852,0.0002048928,0.0002616826,0.000226253,0.0001707841,0.0001511567],"domain_scores_gemma":[0.9668934,0.02582929,0.002775402,0.001188185,0.002704618,0.0006090014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001331546,0.0001267262,0.01114143,0.007040158,0.0002527959,0.0001308604,0.00006722429,0.0006436798,0.0001105584,0.000647529,0.9623019,0.01620563],"study_design_scores_gemma":[0.02353243,0.001123065,0.1820299,0.01738122,0.001653774,0.002355579,0.0008231306,0.005843289,0.001458459,0.02302432,0.7403748,0.0003999543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005069094,0.00006402154,0.0001793683,0.0001767521,0.00003429399,0.00008460705,0.9978109,0.0001727082,0.0009705155],"genre_scores_gemma":[0.03446681,0.0004856417,0.003699741,0.001782042,0.0004508607,0.003277222,0.9380208,0.0008409673,0.01697596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8236205,"threshold_uncertainty_score":0.251584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335267524435722,"score_gpt":0.2288204462381699,"score_spread":0.2154677709938126,"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."}}