{"id":"W3080957315","doi":"10.1159/000508517","title":"Intratumoral Heterogeneity in Uveal Melanoma","year":2020,"lang":"en","type":"article","venue":"Ocular Oncology and Pathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Melanoma; Genetic heterogeneity; Pathology; Dermatology; Radiology; Gene; 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":[0.0002009838,0.0001589893,0.0005292023,0.00006924668,0.00005966771,0.000003400304,0.00005727881,0.0004433752,0.00009373156],"category_scores_gemma":[0.00008621853,0.0001404574,0.00007082256,0.0001298057,0.000260946,0.00004077495,0.00006921602,0.0003981022,0.0001000491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005607866,"about_ca_system_score_gemma":0.0001307118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008843033,"about_ca_topic_score_gemma":0.00008358015,"domain_scores_codex":[0.998713,0.0002977097,0.0002373685,0.0003938091,0.00005901878,0.0002991196],"domain_scores_gemma":[0.9995099,0.00005822182,0.00005748108,0.0001428262,0.00002377399,0.0002078094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009416922,0.0004118983,0.9463968,0.00004057881,0.0001052128,0.02906684,0.000705729,0.000001990668,0.004226629,0.001037188,0.0001940017,0.0168714],"study_design_scores_gemma":[0.01177978,0.009797427,0.928151,0.00002106438,0.0003051422,0.007679314,0.0001934722,0.0002425018,0.003860645,0.0007682345,0.0369015,0.0002998811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985764,0.001251993,0.00007876076,0.008508051,0.0001435602,0.0002792876,0.000005640869,0.00003974034,0.003929008],"genre_scores_gemma":[0.9911858,0.0001429082,0.001584082,0.006856205,0.0001048871,0.00002983908,0.00004156094,0.00001275766,0.00004196018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0367075,"threshold_uncertainty_score":0.5727687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049792820379878,"score_gpt":0.3113785767603482,"score_spread":0.2808806485565495,"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."}}