{"id":"W2739414294","doi":"","title":"Characterization and prognostic significance and of small epithelioid cell populations in uveal melanoma","year":2017,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Melanoma; Medicine; Epithelioid cell; BAP1; Pathology; Oncology; Cancer research; Immunohistochemistry","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":[0.0005277387,0.0002127508,0.0001651405,0.0016644,0.0003548165,0.001034115,0.0003205772,0.000313684,0.001641543],"category_scores_gemma":[0.001527724,0.0001460058,0.0001334373,0.0006132355,0.0004074422,0.0006089816,0.0003771977,0.0003358345,0.0003459583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665495,"about_ca_system_score_gemma":0.0001679387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107701,"about_ca_topic_score_gemma":0.001135156,"domain_scores_codex":[0.999736,0.00005618636,0.00003456523,0.00005255927,0.00005660441,0.0000640673],"domain_scores_gemma":[0.9990404,0.000344294,0.0001946424,0.0001192205,0.0001340349,0.0001674813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001432434,0.00005289733,0.9257152,0.00003391591,0.00003825419,0.001025679,0.0002771202,0.0001472765,0.05940952,0.0002638878,0.0001361327,0.01146767],"study_design_scores_gemma":[0.0000229379,0.000210507,0.978633,0.0000112791,0.00007133359,0.003269089,0.000932821,0.00096293,0.01376504,0.0003079679,0.001803407,0.000009730077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978734,0.0008248955,0.0002925978,0.00002873798,0.000006248817,0.00000880822,0.0000883786,0.00001055362,0.0008662504],"genre_scores_gemma":[0.9994948,0.0001061585,0.00008870186,0.000006658123,0.000009892458,0.000005883202,0.0000737927,0.000002875859,0.0002111948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0016644,"threshold_uncertainty_score":0.005491495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06810283080418916,"score_gpt":0.3578419786212215,"score_spread":0.2897391478170323,"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."}}