{"id":"W4361816696","doi":"10.1158/1078-0432.c.6528354","title":"Data from Validation of Melanoma Immune Profile (MIP), a Prognostic Immune Gene Prediction Score for Stage II–III Melanoma","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":"University of British Columbia","funders":"National Cancer Institute; National Institutes of Health; National Center for Advancing Translational Sciences; Swim Across America","keywords":"Medicine; Internal medicine; Proportional hazards model; Oncology; Melanoma; Receiver operating characteristic; Survival analysis; Population; Area under the curve; Stage (stratigraphy); Cohort; Adjuvant; Gastroenterology; Immune system; Immunology; Cancer research; 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":[0.002008518,0.0003911479,0.0003189052,0.0005955756,0.0002153632,0.0003657237,0.0002216022,0.0003725391,0.001331832],"category_scores_gemma":[0.004119662,0.0001207579,0.0004307141,0.0004191779,0.0002858663,0.0002543452,0.0003635963,0.0004152665,0.0005876337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654357,"about_ca_system_score_gemma":0.0002626352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008943868,"about_ca_topic_score_gemma":0.0009398324,"domain_scores_codex":[0.999195,0.0002891773,0.00008331644,0.0001579323,0.0002057489,0.00006887758],"domain_scores_gemma":[0.9966761,0.001038689,0.0007300256,0.0006137459,0.0006002945,0.0003412064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001928097,0.0002306541,0.977406,0.00003315591,0.0001110086,0.0001080677,0.00007956094,0.0008236931,0.008691479,0.00004518933,0.0006973845,0.009845881],"study_design_scores_gemma":[0.0001207226,0.001321567,0.9878055,0.00001049661,0.0000909216,0.0006325147,0.00004910497,0.002938531,0.005746663,0.00006146615,0.001211089,0.00001146529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9960752,0.00008941437,0.001162253,0.000027844,0.000006810021,0.00007431236,0.001749376,0.00002002117,0.0007946906],"genre_scores_gemma":[0.996574,0.00002642814,0.0005325103,0.00003097596,0.000009583578,0.00007912267,0.002566653,0.000007730901,0.000172943],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.002008518,"threshold_uncertainty_score":0.01062214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08799104364349762,"score_gpt":0.3181423265658654,"score_spread":0.2301512829223678,"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."}}