{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004085763,0.0002806105,0.002332969,0.000205448,0.0001038982,0.00001604819,0.0001512876,0.0008421678,0.0001059847],"category_scores_gemma":[0.01873364,0.0001825353,0.0004000477,0.0003476401,0.0004585221,0.000159748,0.00008543516,0.001080239,0.00002860721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002678408,"about_ca_system_score_gemma":0.004064896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002209169,"about_ca_topic_score_gemma":0.00009395938,"domain_scores_codex":[0.9951462,0.0006971301,0.002994273,0.0004939873,0.0003609959,0.0003074208],"domain_scores_gemma":[0.9866278,0.009210247,0.001894649,0.0002695471,0.001592281,0.0004055085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01681049,0.03532997,0.8138503,0.0004909196,0.004557432,0.05881699,0.001092339,0.000004232582,0.004506723,0.00009796003,0.02033684,0.04410574],"study_design_scores_gemma":[0.03382783,0.4685856,0.117266,0.0009994442,0.005753166,0.01078981,0.00193371,0.0002340049,0.00289797,0.0006350093,0.3567218,0.0003556492],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866923,0.002341826,0.0002107567,0.003437077,0.002544962,0.002485928,0.00005256998,0.00003279065,0.00220176],"genre_scores_gemma":[0.9812171,0.0003511292,0.01629744,0.0003571979,0.0008219096,0.0001383762,0.00005376432,0.00003946987,0.000723617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6965844,"threshold_uncertainty_score":0.989532,"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."}}