{"id":"W6920601812","doi":"10.6084/m9.figshare.26630137.v1","title":"Additional file 11 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; Immune system; Antibody; Immunotherapy; Immune checkpoint; Adverse effect","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":[0.001351802,0.0009623813,0.001534802,0.001956177,0.0006329712,0.001516894,0.001353946,0.001286285,0.8512855],"category_scores_gemma":[0.03719581,0.0004747538,0.001234941,0.003055898,0.0001739431,0.001501829,0.0009376402,0.0008019747,0.1096614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009224654,"about_ca_system_score_gemma":0.001295751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005198549,"about_ca_topic_score_gemma":0.007634812,"domain_scores_codex":[0.9990516,0.0001791705,0.0002522167,0.0002083338,0.0001625479,0.0001460016],"domain_scores_gemma":[0.9684222,0.02364755,0.003004565,0.001249775,0.003014699,0.0006611951],"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":[0.001065538,0.0001203611,0.007975618,0.005362961,0.0001469727,0.0001299792,0.00005282397,0.0004673458,0.00009794418,0.0004792256,0.9702873,0.01381385],"study_design_scores_gemma":[0.0216492,0.001029212,0.1773256,0.01660371,0.001103389,0.002271057,0.0007591376,0.004309696,0.001495312,0.01825652,0.7548232,0.0003738746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0004019954,0.0000431793,0.0001328694,0.0001620233,0.00002985824,0.00008040189,0.9980742,0.0001707818,0.0009045968],"genre_scores_gemma":[0.0267894,0.0003540107,0.002818838,0.001407699,0.0003434843,0.00276566,0.9499699,0.0007289397,0.01482208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8512855,"threshold_uncertainty_score":0.2121232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372498217941607,"score_gpt":0.2298631783854782,"score_spread":0.2161381962060621,"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."}}