{"id":"W2147195978","doi":"10.1158/1078-0432.ccr-09-1563","title":"Biomarkers in GIST: Partly Ready for Prime-Time Use","year":2009,"lang":"en","type":"letter","venue":"Clinical Cancer Research","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Pfizer","keywords":"GiST; Medicine; Cancer; Stromal cell; Oncology; Biomarker; Tyrosine kinase; Internal medicine; Cancer research; 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":[0.003527935,0.0008976934,0.001651975,0.0007834369,0.001314793,0.002334124,0.001202651,0.02725422,0.002566202],"category_scores_gemma":[0.02197233,0.0004941994,0.0009966714,0.0006021796,0.002162876,0.004949378,0.0009630559,0.02063156,0.002847946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044784,"about_ca_system_score_gemma":0.001249611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008856656,"about_ca_topic_score_gemma":0.001560865,"domain_scores_codex":[0.9974295,0.0009589879,0.000427395,0.0002577825,0.0007869511,0.0001393947],"domain_scores_gemma":[0.988418,0.007313309,0.0005373366,0.0003650769,0.002394958,0.0009712632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002066825,0.00007781299,0.001934921,0.0002215766,0.00002809401,0.006258153,0.00009326853,0.0002022745,0.0008932967,0.003634092,0.9174036,0.06904615],"study_design_scores_gemma":[0.000480814,0.0004446828,0.003601017,0.0009426795,0.00009141618,0.02591387,0.0004154597,0.001649576,0.00133794,0.02602086,0.9389911,0.0001104451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007757551,0.008969375,0.0003772598,0.9681547,0.02000659,0.00001384334,0.00003256498,0.00003840021,0.001631534],"genre_scores_gemma":[0.0117566,0.01780832,0.001607244,0.7811936,0.1817251,0.00007831164,0.00007490322,0.00003401607,0.005721941],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02725422,"threshold_uncertainty_score":0.01865774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.510996129011477,"score_gpt":0.583929544555299,"score_spread":0.07293341554382204,"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."}}