{"id":"W4292995296","doi":"10.1200/po.22.00129","title":"Refining Prognosis in Localized Gastrointestinal Stromal Tumor: Clinical Significance of Phosphatase and Tensin Homolog Low Expression and Gene Loss","year":2022,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Agence Nationale de la Recherche","keywords":"Tensin; Stromal cell; Cancer research; Clinical significance; Phosphatase; Gene; Refining (metallurgy); Gene expression; PTEN; Biology; Pathology; Medicine; Cell biology; Chemistry; Genetics; Enzyme; Biochemistry; Signal transduction","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":[0.001389537,0.0001925254,0.000727092,0.0002004141,0.0001121905,0.000009703035,0.0001158097,0.00004392603,0.0001488709],"category_scores_gemma":[0.001450562,0.0001591957,0.00007427469,0.0002189132,0.0004397891,0.00005177866,0.0004973563,0.0006514371,0.00000349419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895594,"about_ca_system_score_gemma":0.0003712109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173062,"about_ca_topic_score_gemma":0.00002201553,"domain_scores_codex":[0.9971579,0.0006354332,0.0007653824,0.0005988834,0.0004123926,0.0004300156],"domain_scores_gemma":[0.9977949,0.001223885,0.0002769057,0.0002456551,0.0001226326,0.0003359993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009549902,0.002037627,0.9273974,0.00006683013,0.00001757784,0.0100271,0.00005006686,0.00002731293,0.0185969,0.00002901763,0.0004577135,0.03174251],"study_design_scores_gemma":[0.02216139,0.05510151,0.8641656,0.0009678187,0.0001075274,0.03295197,0.0005479945,0.002565422,0.01930428,0.0002916101,0.001546326,0.0002885735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976546,0.00067854,0.0001709278,0.0006395705,0.00005330316,0.0006165687,0.00005803384,0.00002520341,0.0001032703],"genre_scores_gemma":[0.950106,0.00004885636,0.04939847,0.0001144127,0.00003562423,0.00017234,0.00004516816,0.00001921226,0.00005996502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06323186,"threshold_uncertainty_score":0.6491811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381538820703224,"score_gpt":0.3673057966129077,"score_spread":0.3234904084058755,"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."}}