{"id":"W2569500953","doi":"","title":"Programmed cell death ligand 1 expression in uveal melanoma is associated with better patient outcome","year":2016,"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; Outcome (game theory); Expression (computer science); Medicine; Ligand (biochemistry); Oncology; Cancer research; Internal medicine; Computer science; Receptor; 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":[0.0003470114,0.0001754529,0.0002913456,0.0006153531,0.0003751445,0.0006726496,0.0002327294,0.0003732305,0.001992108],"category_scores_gemma":[0.001510487,0.0001295118,0.000270267,0.0005579303,0.0002701506,0.000369512,0.0002708361,0.0006106691,0.0002055555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348869,"about_ca_system_score_gemma":0.0002185625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005853301,"about_ca_topic_score_gemma":0.0009341073,"domain_scores_codex":[0.9997461,0.00005647158,0.00002998629,0.00005321894,0.00004868759,0.00006541567],"domain_scores_gemma":[0.9984989,0.0002663598,0.0008569608,0.00006411158,0.0001190875,0.0001945543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007424108,0.00007149731,0.9868569,0.0000273684,0.0000656843,0.0003694579,0.00006494494,0.0000788438,0.005627806,0.00005556482,0.0001975187,0.005842084],"study_design_scores_gemma":[0.00001568399,0.0001895846,0.99647,0.00001095771,0.0000684312,0.001281195,0.0001646879,0.0002857733,0.0009319529,0.000141939,0.0004305741,0.000009163618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985483,0.0005820479,0.0000664434,0.0000675819,0.00001268853,0.000002890858,0.00008448794,0.000005890313,0.0006295372],"genre_scores_gemma":[0.9994287,0.000101109,0.00005450926,0.00002762798,0.00001580572,0.000003120253,0.00008734104,0.000001511774,0.0002802718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001992108,"threshold_uncertainty_score":0.006664276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04139647484644867,"score_gpt":0.3384142456374033,"score_spread":0.2970177707909546,"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."}}