{"id":"W6920869499","doi":"10.6084/m9.figshare.26630140.v1","title":"Additional file 12 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; Adverse effect; Immunotherapy; 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":[0.001451953,0.001059097,0.001630643,0.002047362,0.0006823514,0.001622724,0.001450778,0.001429814,0.8585585],"category_scores_gemma":[0.04135595,0.0005302067,0.001340663,0.003114691,0.0001868175,0.001693479,0.000958184,0.000858009,0.1246158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009159461,"about_ca_system_score_gemma":0.001411529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006527619,"about_ca_topic_score_gemma":0.009221422,"domain_scores_codex":[0.9989955,0.0001959395,0.0002636914,0.0002216417,0.0001714981,0.0001517502],"domain_scores_gemma":[0.9669338,0.02482415,0.002927302,0.001336069,0.003258769,0.0007198999],"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":[0.0009999298,0.0001153646,0.007002018,0.005121184,0.0001408219,0.0001053696,0.00004998431,0.0004404181,0.00008151856,0.000455372,0.9741136,0.01137434],"study_design_scores_gemma":[0.02329557,0.0009740056,0.1620699,0.0162382,0.001089645,0.001807605,0.0007878675,0.00443978,0.001336976,0.0184031,0.7691512,0.0004061323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003367306,0.00003683526,0.0001290997,0.00014778,0.0000299712,0.00007692153,0.9981803,0.0001852753,0.0008770993],"genre_scores_gemma":[0.02309908,0.00033231,0.002745864,0.001383111,0.0003648427,0.002660647,0.9533143,0.0008311517,0.0152688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8585585,"threshold_uncertainty_score":0.201749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437340594473925,"score_gpt":0.2293209349962974,"score_spread":0.2149475290515581,"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."}}