{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005764977,0.0002683326,0.0004088594,0.0007125685,0.0001682403,0.0003681496,0.0002033438,0.0002559459,0.0005914665],"category_scores_gemma":[0.001516588,0.0000848184,0.0002350011,0.0004774295,0.0003471814,0.000282238,0.0003156923,0.0002250843,0.0002097807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938842,"about_ca_system_score_gemma":0.0001864879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008408456,"about_ca_topic_score_gemma":0.001421814,"domain_scores_codex":[0.9998146,0.00005622782,0.00001757398,0.00004012753,0.00003897239,0.00003263851],"domain_scores_gemma":[0.9993452,0.0002225119,0.0002143569,0.00003402105,0.00005633697,0.0001274925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003241226,0.00001190036,0.9941995,0.000007575919,0.000019353,0.0001144987,0.00001927476,0.0001259401,0.001429964,0.00000781665,0.00004850176,0.003691597],"study_design_scores_gemma":[0.00001839433,0.000313655,0.9963284,0.000004586795,0.00006243651,0.0008612164,0.00008096554,0.0012928,0.0007894318,0.00006005016,0.0001829249,0.000005073045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992995,0.0003013479,0.0001375564,0.00003472112,0.00000269317,0.000003209236,0.00005960707,0.000003984725,0.0001572505],"genre_scores_gemma":[0.9997,0.00006291045,0.0000817715,0.00001148898,0.000008434456,0.000002146034,0.00008540926,9.743974e-7,0.00004696548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008408456,"threshold_uncertainty_score":0.003048837,"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."}}