{"id":"W2966503201","doi":"10.1007/s10120-019-00995-z","title":"Serum levels of ANOS1 serve as a diagnostic biomarker of gastric cancer: a prospective multicenter observational study","year":2019,"lang":"en","type":"article","venue":"Gastric Cancer","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Aging","funders":"Japan Society for the Promotion of Science; Kurozumi Medical Foundation","keywords":"Medicine; Observational study; Surgical oncology; Biomarker; Internal medicine; Cancer; Prospective cohort study; Abdominal surgery; Multicenter study; Oncology; General surgery; Intensive care medicine; Randomized controlled trial","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001086827,0.0001811511,0.0004284362,0.0002018896,0.00003847719,0.00000689141,0.00008855084,0.00006139422,0.003774106],"category_scores_gemma":[0.0001879769,0.0001492891,0.0001267751,0.00090942,0.00004935813,0.00009756695,0.00005361364,0.0001268712,0.00002276259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146141,"about_ca_system_score_gemma":0.0004639711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003762018,"about_ca_topic_score_gemma":0.0004328999,"domain_scores_codex":[0.9985564,0.00003839166,0.0004079406,0.0003279325,0.0004124397,0.0002568732],"domain_scores_gemma":[0.9987758,0.000212228,0.0002238351,0.0002831418,0.0004078859,0.0000970911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006225904,0.001061746,0.9910387,0.0001369267,0.0003857263,0.000007688783,0.0005101731,0.0001557431,0.0008903112,0.00002055351,0.0008484591,0.004321428],"study_design_scores_gemma":[0.0061887,0.0009381045,0.9905604,0.0001947961,0.0003358871,0.00001124642,0.000879833,0.0003352731,0.0001575828,0.00003390341,0.0002452998,0.0001189739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946336,0.001188904,0.00008428168,0.0003694439,0.0004671574,0.001738932,0.0006023695,0.00002373651,0.0008916288],"genre_scores_gemma":[0.9978921,0.000164281,0.0001303572,0.0002176568,0.0001014283,0.0002835938,0.00001691268,0.00002306177,0.001170623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005566109,"threshold_uncertainty_score":0.9971366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05769386514116208,"score_gpt":0.3281078964136741,"score_spread":0.270414031272512,"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."}}