{"id":"W2887867165","doi":"10.1007/s00432-018-2730-5","title":"Clinical utility of assessing PTEN and ERG protein expression in prostate cancer patients: a proposed method for risk stratification","year":2018,"lang":"en","type":"article","venue":"Journal of Cancer Research and Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary General Hospital; University of Saskatchewan; Prostate Cancer Canada; University of Calgary; Ontario Institute for Cancer Research","funders":"Prostate Cancer Canada; Prostate Cancer Foundation","keywords":"PTEN; Erg; Prostate cancer; Medicine; Androgen deprivation therapy; Internal medicine; Oncology; Cancer; Biochemical recurrence; Prostate; Immunohistochemistry; Cancer research; PI3K/AKT/mTOR pathway; Prostatectomy; Biology; Apoptosis; Ophthalmology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004319429,0.0008833114,0.001015564,0.003325968,0.0004901706,0.002144493,0.001004858,0.00111169,0.001601797],"category_scores_gemma":[0.008070896,0.0003286623,0.0008838451,0.00109938,0.0004767664,0.0007189117,0.0008800006,0.0008209621,0.0007187425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671192,"about_ca_system_score_gemma":0.0009008573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459851,"about_ca_topic_score_gemma":0.002391789,"domain_scores_codex":[0.9983951,0.0006225352,0.0001409169,0.0003060349,0.0004354032,0.0001000312],"domain_scores_gemma":[0.9966559,0.001816028,0.0002913523,0.0002330863,0.000832035,0.000171541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001826568,0.0002632031,0.7558416,0.0001857945,0.0005193824,0.0003387277,0.0001461575,0.008244332,0.01447446,0.001537096,0.001749165,0.2148735],"study_design_scores_gemma":[0.0003387202,0.001543774,0.4730133,0.000112917,0.001649269,0.004499433,0.0003476608,0.4918622,0.01480294,0.006461387,0.005146286,0.0002220636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198964,0.005925047,0.2607476,0.001851612,0.000338356,0.0005447795,0.001918107,0.001173907,0.007604084],"genre_scores_gemma":[0.9447327,0.0004444821,0.05260501,0.00008794025,0.000127674,0.0001141717,0.0004740519,0.00002419174,0.001389776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004319429,"threshold_uncertainty_score":0.0228436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.231764278939242,"score_gpt":0.621758170695836,"score_spread":0.3899938917565941,"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."}}