{"id":"W6902249325","doi":"10.6084/m9.figshare.26630125.v1","title":"Additional file 7 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; Immunotherapy; 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":[0.001356811,0.0009503369,0.001503052,0.00219005,0.0005966506,0.001644526,0.001330624,0.001300052,0.8331088],"category_scores_gemma":[0.04167264,0.0004662013,0.001330594,0.002948891,0.0001803319,0.001510877,0.0009383185,0.0008824571,0.1082961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000961157,"about_ca_system_score_gemma":0.001447318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005689785,"about_ca_topic_score_gemma":0.009177407,"domain_scores_codex":[0.9989047,0.000202919,0.0003018905,0.0002358433,0.0001945399,0.000160087],"domain_scores_gemma":[0.9621449,0.02911694,0.003127394,0.001335579,0.003543405,0.0007317569],"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":[0.000893918,0.0001027293,0.008528679,0.004856358,0.0001530502,0.0001258018,0.00004994078,0.0004335156,0.00009786252,0.0004908292,0.971558,0.01270928],"study_design_scores_gemma":[0.0180779,0.0007952892,0.1626925,0.01481018,0.001117891,0.002263845,0.0007381835,0.004549363,0.001506533,0.01841168,0.7746844,0.0003524006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004279997,0.00005185662,0.0001507377,0.0001841542,0.00003811845,0.00007927637,0.9977836,0.000179179,0.001105109],"genre_scores_gemma":[0.02502425,0.0003908854,0.002983064,0.001623484,0.0004410684,0.002299545,0.9507556,0.0007707702,0.01571125],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8331088,"threshold_uncertainty_score":0.23805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326946691353803,"score_gpt":0.2286461908119194,"score_spread":0.2153767238983814,"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."}}