{"id":"W2091174084","doi":"10.1016/j.ophtha.2012.02.017","title":"Collaborative Ocular Oncology Group Report Number 1: Prospective Validation of a Multi-Gene Prognostic Assay in Uveal Melanoma","year":2012,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":509,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; National Eye Institute","keywords":"Medicine; Internal medicine; Oncology; Exact test; Metastasis; Proportional hazards model; Melanoma; Prospective cohort study; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007687366,0.0001990803,0.0006579746,0.0001346582,0.00004675459,0.000002235217,0.0000625127,0.0004438572,0.0003221368],"category_scores_gemma":[0.0005489083,0.0001753866,0.00008243584,0.0003956692,0.0002141924,0.0001185559,0.00005595522,0.0002465151,0.0001071733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732638,"about_ca_system_score_gemma":0.000276721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005101,"about_ca_topic_score_gemma":0.00001094721,"domain_scores_codex":[0.9980645,0.0005340897,0.0004898465,0.0003496142,0.0001546465,0.0004072909],"domain_scores_gemma":[0.9988047,0.0002429486,0.0003174497,0.0002797533,0.0002266043,0.0001285251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005096686,0.003694586,0.9804335,0.00003197999,0.0003429471,0.01026317,0.0008405223,0.000002443532,0.00324639,0.0003801612,0.00002239568,0.0002322493],"study_design_scores_gemma":[0.004454477,0.001833916,0.9476787,0.00002754702,0.0002598488,0.02826227,0.0002023523,0.00001418359,0.01664819,0.0002086032,0.0002729605,0.0001369227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861642,0.0002876147,0.00008790998,0.0001866674,0.0004060974,0.001306885,0.00001342814,0.00002085549,0.01152636],"genre_scores_gemma":[0.9897596,0.000007574192,0.008961505,0.00002853032,0.00009007671,0.0003245792,0.0002113852,0.00002422782,0.0005925766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03275476,"threshold_uncertainty_score":0.7152057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473470123538477,"score_gpt":0.3539084436688901,"score_spread":0.3291737424335053,"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."}}