{"id":"W4361953361","doi":"10.1158/1078-0432.c.6528486.v1","title":"Data from A Th1/IFNγ Gene Signature Is Prognostic in the Adjuvant Setting of Resectable High-Risk Melanoma but Not in Non–Small Cell Lung Cancer","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Melanoma; Medicine; Gene signature; Oncology; Immunotherapy; Lymph node; Lung cancer; Internal medicine; Cancer; Immune system; Immunology; Cancer research; Gene expression; Gene; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001279818,0.0002157738,0.0003317571,0.0002003939,0.0001359907,0.0002474458,0.0001919775,0.0002690605,0.001107337],"category_scores_gemma":[0.001857947,0.0001266475,0.0002823112,0.0002009861,0.0002775839,0.0001590729,0.000178299,0.0003429416,0.0002180653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956611,"about_ca_system_score_gemma":0.0002603495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003584606,"about_ca_topic_score_gemma":0.0007596658,"domain_scores_codex":[0.9995592,0.0001996299,0.00003286146,0.0000776254,0.00009381054,0.00003686259],"domain_scores_gemma":[0.9978398,0.0007114551,0.0006518768,0.0003784074,0.0002047797,0.0002135632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02435586,0.001153289,0.8477672,0.000120542,0.000185169,0.0002263236,0.0001346672,0.0013112,0.1014043,0.0000460336,0.0004186102,0.02287674],"study_design_scores_gemma":[0.0002838419,0.008463732,0.9594482,0.00001321249,0.000157609,0.0005428354,0.00006447034,0.002650487,0.02755146,0.00009431652,0.0007151951,0.00001459688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9993072,0.00006214183,0.0002247272,0.00001361536,0.000003878682,0.00001616651,0.0002154565,0.000005439735,0.0001513556],"genre_scores_gemma":[0.9991479,0.00002098394,0.0002168741,0.00002185996,0.000004048501,0.00001792436,0.0004469322,0.000002247467,0.0001212374],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.001279818,"threshold_uncertainty_score":0.006768405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796119972705284,"score_gpt":0.3010023409506409,"score_spread":0.2630411412235881,"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."}}