{"id":"W3046192821","doi":"10.1159/000508613","title":"Liquid Biopsy in Uveal Melanoma: Are We There Yet?","year":2020,"lang":"en","type":"review","venue":"Ocular Oncology and Pathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Liquid biopsy; Biopsy; Malignancy; Melanoma; Disease; Metastasis; Biomarker; Pathology; Cancer; Radiology; Internal medicine; 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":[0.001358662,0.0006318204,0.001601216,0.002041756,0.0003581048,0.001629343,0.0009615637,0.001625585,0.003391723],"category_scores_gemma":[0.002663844,0.0002931478,0.0008907939,0.001857509,0.0009455691,0.003093904,0.0006338475,0.002480126,0.001629391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847673,"about_ca_system_score_gemma":0.001369241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180621,"about_ca_topic_score_gemma":0.003614637,"domain_scores_codex":[0.9996364,0.00009251844,0.00005551623,0.0000515549,0.0001292714,0.00003471815],"domain_scores_gemma":[0.9985411,0.000844978,0.0001311911,0.00004133683,0.0003577714,0.00008357982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006570139,0.00002878942,0.0002301358,0.01250609,0.00006199151,0.0001732061,0.00005593208,0.0001324047,0.0004102148,0.002089285,0.02838393,0.9558623],"study_design_scores_gemma":[0.00002521105,0.0001015451,0.001403397,0.015254,0.0001905161,0.002852244,0.0001796946,0.0001155006,0.0003455353,0.004388158,0.9751116,0.00003268358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003862282,0.9988217,0.00005206387,0.0005984248,0.0002044816,0.000001362809,0.000004537868,0.00000338419,0.0002754562],"genre_scores_gemma":[0.0004270756,0.9986299,0.0001117728,0.0003936357,0.0002430692,0.00000250443,0.00001040698,0.000001456006,0.0001801163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003391723,"threshold_uncertainty_score":0.0113464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05452003351468878,"score_gpt":0.3654619557487153,"score_spread":0.3109419222340266,"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."}}