{"id":"W6977384113","doi":"10.6084/m9.figshare.26630134.v1","title":"Additional file 10 of Autoimmune PaneLs as PrEdictors of Toxicity in Patients TReated with Immune Checkpoint InhibiTors (ALERT)","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","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; Immune checkpoint; Pembrolizumab; Immunotherapy; 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":[0.001259805,0.0009931987,0.001373498,0.001858052,0.0006353883,0.00155849,0.001362264,0.001406243,0.8528026],"category_scores_gemma":[0.03537512,0.0004697362,0.001308227,0.002837551,0.0001680482,0.001717927,0.0009745748,0.000865934,0.106041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009061297,"about_ca_system_score_gemma":0.001323457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007880441,"about_ca_topic_score_gemma":0.01037928,"domain_scores_codex":[0.9990847,0.0001739491,0.0002375689,0.0002056089,0.0001552696,0.0001427932],"domain_scores_gemma":[0.9761456,0.01760394,0.002316677,0.0009559154,0.002439428,0.0005384152],"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":[0.0008581558,0.00008808074,0.007256278,0.004619229,0.0001255426,0.0001022708,0.00005881521,0.0004165728,0.00007529649,0.0004827697,0.9747039,0.01121308],"study_design_scores_gemma":[0.01692362,0.0007472513,0.1723591,0.01781308,0.0009607294,0.001686219,0.001047569,0.004183224,0.001143771,0.01871059,0.764069,0.0003559665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003566828,0.00003975748,0.000126849,0.0001614996,0.00002753975,0.000071478,0.9981238,0.0001577434,0.0009346261],"genre_scores_gemma":[0.03387928,0.0003890058,0.003222697,0.001533844,0.0003620511,0.00287187,0.9399404,0.0009129003,0.01688805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8528026,"threshold_uncertainty_score":0.2099593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700186886987547,"score_gpt":0.2325620142244386,"score_spread":0.2155601453545632,"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."}}