{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001389967,0.000159828,0.0002278965,0.0001056721,0.0001637259,0.00003050825,0.00004574221,0.00007964936,0.0001534722],"category_scores_gemma":[0.00003835952,0.0001046831,0.00006075125,0.000196798,0.0002587604,0.00009454868,0.00005571346,0.00008236616,0.000010748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009042661,"about_ca_system_score_gemma":0.0002156527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004320331,"about_ca_topic_score_gemma":0.00003090416,"domain_scores_codex":[0.9988642,0.0000126251,0.0001472313,0.000369449,0.0002491354,0.0003573431],"domain_scores_gemma":[0.9992385,0.00005299646,0.00005627241,0.0001714203,0.0002946531,0.000186149],"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":[0.02144435,0.0008562466,0.1519905,0.0009195444,0.001719117,0.00003641504,0.006682101,4.063003e-7,0.07008968,0.00009000587,0.05763787,0.6885338],"study_design_scores_gemma":[0.02979916,0.008743381,0.1266465,0.001124157,0.001050506,0.0001458362,0.0006508473,0.01075496,0.408159,0.0003118546,0.412039,0.0005748812],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869227,0.002118983,0.0002705337,0.005741407,0.0002465759,0.002479383,0.0006462506,0.00007787198,0.00149634],"genre_scores_gemma":[0.985283,0.000813373,0.004422691,0.0004805469,0.0003096279,0.001261327,0.0000726216,0.00004864677,0.007308147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6879589,"threshold_uncertainty_score":0.4268855,"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."}}