{"id":"W4400272188","doi":"10.1200/jco.2024.42.16_suppl.9567","title":"Correlation of eTILs with recurrence free survival (RFS) in stage IIB-IIIA melanoma and use as biomarker for stratification for clinical trials.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"National Cancer Institute","keywords":"Medicine; Oncology; Internal medicine; Biomarker; Correlation; Clinical trial; Stage (stratigraphy); Melanoma; Overall survival; Stratification (seeds); Cancer research","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":[0.006964626,0.000207247,0.00038985,0.001757178,0.0001834537,0.0006302741,0.0002263839,0.0003582262,0.001791741],"category_scores_gemma":[0.00979655,0.0001521588,0.0002989549,0.001231307,0.0002266493,0.0003650076,0.0003753731,0.000334961,0.0004920369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300583,"about_ca_system_score_gemma":0.0003020122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002708051,"about_ca_topic_score_gemma":0.0004541633,"domain_scores_codex":[0.9983085,0.0007521917,0.0003069346,0.0002130612,0.0003096075,0.0001096592],"domain_scores_gemma":[0.9925485,0.002336527,0.003447313,0.0004356427,0.0008275067,0.0004045341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002512411,0.00004329993,0.9825191,0.00005856932,0.00008771217,0.00004962496,0.00002893555,0.000232206,0.0009304197,0.00004187505,0.0004302034,0.01306564],"study_design_scores_gemma":[0.0001190917,0.001077949,0.9945524,0.00002502543,0.0001422048,0.0003438854,0.0000447211,0.00149414,0.0006946468,0.0001449689,0.00135243,0.0000085662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898275,0.003736715,0.001554511,0.0001571261,0.00002567435,0.0001855512,0.00170919,0.00004522447,0.002758475],"genre_scores_gemma":[0.9966511,0.0002790816,0.001086097,0.00004657348,0.00003712358,0.0001478844,0.001456396,0.000007414102,0.0002883344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006964626,"threshold_uncertainty_score":0.03683287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2893820105112829,"score_gpt":0.552311864606561,"score_spread":0.2629298540952781,"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."}}