{"id":"W2583702944","doi":"","title":"Investigating Maspin Expression in Ocular Surface Squamous Neoplasia","year":2016,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Maspin; Expression (computer science); Medicine; Cancer research; Internal medicine; Computer science; Cancer","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":[0.0002064178,0.0001300963,0.0001568151,0.0005891661,0.000297044,0.0004649903,0.0001248786,0.0002498483,0.001989387],"category_scores_gemma":[0.000253474,0.0001090789,0.0001864439,0.0003662233,0.0002121461,0.0002609979,0.0002116965,0.0002822105,0.0002910255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988059,"about_ca_system_score_gemma":0.0001586628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009082388,"about_ca_topic_score_gemma":0.001324356,"domain_scores_codex":[0.9998696,0.00002009803,0.00001206008,0.00002418074,0.00003080324,0.00004333774],"domain_scores_gemma":[0.9998885,0.00003162762,0.00002388107,0.00001138899,0.00002479149,0.00001985513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000741451,0.00004563726,0.02035822,0.00006957883,0.00002456331,0.0005924731,0.0001414408,0.00006884222,0.9721282,0.000216642,0.00008978085,0.005523097],"study_design_scores_gemma":[0.00005097701,0.0009230581,0.3538085,0.00002805989,0.0001431708,0.003046971,0.001392005,0.001849416,0.6283804,0.0003042815,0.01005896,0.00001428422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963657,0.0009505142,0.0005114624,0.00003216867,0.000009968212,0.00001666396,0.0001308182,0.00001434482,0.001968426],"genre_scores_gemma":[0.9964297,0.0004783443,0.0005908505,0.00003476652,0.000009061357,0.00002322113,0.0002052343,0.000006156692,0.00222269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001989387,"threshold_uncertainty_score":0.006655216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261029741930552,"score_gpt":0.3238402201417401,"score_spread":0.2977372459486849,"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."}}