{"id":"W2739238612","doi":"","title":"Programmed cell death ligand 1 expression in uveal melanoma is associated with better patient outcome and decreased tumor infiltrating lymphocytes","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; Ligand (biochemistry); Outcome (game theory); Cancer research; Medicine; Tumor-infiltrating lymphocytes; Expression (computer science); Oncology; Internal medicine; Receptor; Computer science; Cancer; Immunotherapy; Mathematics","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":[0.0002426515,0.0001764448,0.0002329405,0.0004872897,0.0002815108,0.0005299791,0.0002009813,0.0003119456,0.001624745],"category_scores_gemma":[0.000910279,0.0001334322,0.0001656904,0.0003618654,0.000218409,0.0002590945,0.0001838931,0.0004816925,0.0001737847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023176,"about_ca_system_score_gemma":0.0001449251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003487379,"about_ca_topic_score_gemma":0.0005156305,"domain_scores_codex":[0.9998233,0.00004276482,0.00001982655,0.00003900627,0.00003144271,0.00004377453],"domain_scores_gemma":[0.9991108,0.0001650253,0.0004924426,0.00004831613,0.00006331563,0.0001200556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001698879,0.0001286528,0.9538507,0.00004102671,0.00007542169,0.0006196323,0.00008583561,0.0001425731,0.03394128,0.00008017793,0.0002403399,0.009095311],"study_design_scores_gemma":[0.0000263641,0.0003758445,0.9923536,0.000008705647,0.0000739549,0.00239559,0.0001340448,0.0004464753,0.003541426,0.0001295191,0.0005060229,0.0000083933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993297,0.0002375118,0.00006187988,0.00003161609,0.000004907837,0.000001746968,0.00004843057,0.0000055329,0.0002787598],"genre_scores_gemma":[0.9995738,0.00004483734,0.00005637947,0.0000172992,0.000008741809,0.000002473371,0.00006431896,0.000001600979,0.0002305603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001624745,"threshold_uncertainty_score":0.005435288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133835603503712,"score_gpt":0.3416043695700599,"score_spread":0.3002660135350227,"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."}}