{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000559259,0.0003075451,0.000239448,0.002049674,0.0005248379,0.000751136,0.0002727281,0.0004218746,0.001056995],"category_scores_gemma":[0.001675642,0.0002523351,0.0001578,0.0007764013,0.0005824849,0.0005249535,0.0007266322,0.0002666995,0.0003718802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648417,"about_ca_system_score_gemma":0.0001326998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005737891,"about_ca_topic_score_gemma":0.001015251,"domain_scores_codex":[0.9994224,0.0001336505,0.00008464984,0.0001159389,0.0001300996,0.0001131378],"domain_scores_gemma":[0.9986342,0.0004607137,0.0004819118,0.0002087251,0.00009277363,0.0001217707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000750798,0.0000785021,0.5419578,0.0004228246,0.000118112,0.2404593,0.002147602,0.0007602051,0.1712111,0.001457216,0.0005616649,0.04007483],"study_design_scores_gemma":[0.00001508273,0.0001463878,0.3177084,0.00005364568,0.0001314683,0.6486463,0.001105913,0.001100685,0.02489926,0.001154771,0.005010467,0.00002754097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899467,0.003419829,0.001955483,0.0000569428,0.00001126712,0.00003990433,0.0001047716,0.00005117621,0.004414052],"genre_scores_gemma":[0.999042,0.0002891783,0.0003986453,0.00001586563,0.00001870931,0.000009582348,0.0000508359,0.000008945343,0.0001662004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002049674,"threshold_uncertainty_score":0.003535986,"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."}}