{"id":"W2886880347","doi":"10.4149/neo_2018_170822n551","title":"TMEM45B is a novel predictive biomarker for prostate cancer progression and metastasis","year":2018,"lang":"en","type":"article","venue":"Neoplasma","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency","funders":"National Natural Science Foundation of China","keywords":"Prostate cancer; Medicine; Biomarker; Clinical significance; Oncology; Metastasis; Internal medicine; Biochemical recurrence; Logistic regression; Cancer; Prostatectomy; Biology","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":[0.0006370082,0.0003427817,0.0004199367,0.0008927547,0.0001891907,0.0006992695,0.0001975181,0.0003955614,0.00118321],"category_scores_gemma":[0.0005423594,0.0002337782,0.0003270039,0.0006641428,0.0002199548,0.0003786717,0.0002696521,0.0004528271,0.0003223578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427725,"about_ca_system_score_gemma":0.0001572037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004311588,"about_ca_topic_score_gemma":0.000658053,"domain_scores_codex":[0.9997641,0.00005431151,0.00001957834,0.00005847231,0.00007053059,0.00003297073],"domain_scores_gemma":[0.9997727,0.00003567935,0.0001000228,0.00001458149,0.00003865661,0.00003844048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002274009,0.0002329537,0.5327614,0.0008111002,0.0004777074,0.0005985037,0.0001408276,0.001563724,0.3236964,0.0009542461,0.003219908,0.1332693],"study_design_scores_gemma":[0.00008386633,0.001067303,0.8635016,0.0001218048,0.0005106676,0.003954254,0.0002005198,0.01607329,0.09053359,0.00126214,0.02264199,0.00004892458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393552,0.04954871,0.006389926,0.0006814809,0.0001210525,0.00006852442,0.001095594,0.0002050418,0.002534508],"genre_scores_gemma":[0.9905629,0.004678835,0.002811317,0.0001299044,0.00007772466,0.00003233313,0.0007510904,0.000009718626,0.0009461662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00118321,"threshold_uncertainty_score":0.003958225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04694416566351357,"score_gpt":0.3831711671102199,"score_spread":0.3362270014467064,"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."}}