{"id":"W2340054771","doi":"10.1080/17446651.2016.1179110","title":"Biomarkers of pituitary carcinomas","year":2016,"lang":"en","type":"article","venue":"Expert Review of Endocrinology & Metabolism","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Carcinogenesis; Cancer research; Pituitary adenoma; Malignant transformation; Medicine; Biomarker; PTEN; Telomerase; Cancer; Biology; Bioinformatics; Adenoma; Pathology; Internal medicine; Signal transduction; Gene; Genetics","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":[0.001982036,0.0007100178,0.0007539503,0.001711887,0.0003796391,0.001456758,0.0006655279,0.001178554,0.004065608],"category_scores_gemma":[0.004823519,0.000172015,0.0005268932,0.001648515,0.0006298337,0.0008205398,0.0006158468,0.001542901,0.001531703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088296,"about_ca_system_score_gemma":0.001189841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785107,"about_ca_topic_score_gemma":0.001646658,"domain_scores_codex":[0.9986339,0.0004064178,0.0001452034,0.0002000379,0.0004966431,0.0001176769],"domain_scores_gemma":[0.997857,0.0006737866,0.0005134614,0.00007600321,0.0007432303,0.0001365176],"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":[0.001868689,0.000138345,0.1146736,0.01027288,0.0007615332,0.004345815,0.0006341177,0.00108597,0.02057015,0.01610727,0.1556879,0.6738536],"study_design_scores_gemma":[0.0001542478,0.0006468246,0.1029428,0.00476659,0.0009193556,0.02375907,0.0007438927,0.001314833,0.02151731,0.01930323,0.8237544,0.0001775399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04228508,0.8644381,0.008994246,0.04290644,0.006913063,0.0002094141,0.005217358,0.0004564184,0.02857999],"genre_scores_gemma":[0.5819021,0.3419616,0.02531984,0.01896181,0.01030371,0.0003960457,0.006835364,0.000109864,0.01420968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004065608,"threshold_uncertainty_score":0.01360083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827713075923333,"score_gpt":0.3104686255965874,"score_spread":0.2921914948373541,"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."}}