{"id":"W4400972548","doi":"10.1200/jco.24.00447","title":"15-Gene Expression Profile and <i>PRAME</i> as Integrated Prognostic Test for Uveal Melanoma: First Report of Collaborative Ocular Oncology Group Study No. 2 (COOG2.1)","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"National Cancer Institute; National Eye Institute","keywords":"Medicine; Melanoma; Oncology; Internal medicine; Ocular Melanoma; Test (biology); Exact test; 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":[0.004082779,0.000558505,0.0005747388,0.0007251626,0.0002897664,0.001095594,0.0004902775,0.0005298649,0.000354759],"category_scores_gemma":[0.006707373,0.0002790143,0.0003171896,0.0009010968,0.0003978095,0.000495599,0.000517668,0.0005386429,0.0001573156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005322592,"about_ca_system_score_gemma":0.0005687803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003441214,"about_ca_topic_score_gemma":0.006338588,"domain_scores_codex":[0.9984794,0.0005042059,0.0001091556,0.0003851957,0.0004199651,0.0001021113],"domain_scores_gemma":[0.9951454,0.001525562,0.001449172,0.0005492083,0.0008387986,0.0004917614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003018703,0.00002755197,0.9951734,0.00001181196,0.00006736402,0.00001985944,0.00001563752,0.00009136194,0.0005213268,0.000008604046,0.0001478133,0.003613418],"study_design_scores_gemma":[0.00005794267,0.000590475,0.9946086,0.00001331031,0.0001715456,0.0003077513,0.00005952721,0.002092647,0.001401308,0.00003692169,0.0006483429,0.00001164697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962878,0.001038319,0.0007188933,0.0001179477,0.00001541679,0.00004182271,0.001225706,0.00001634518,0.0005377881],"genre_scores_gemma":[0.9977053,0.0001421701,0.0007721378,0.00005987774,0.00002423365,0.00001888481,0.001167705,0.000005940602,0.000103754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004082779,"threshold_uncertainty_score":0.02159208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05502320099022526,"score_gpt":0.4442769395691546,"score_spread":0.3892537385789294,"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."}}