{"id":"W4367852390","doi":"10.3390/curroncol30050351","title":"Precision Oncology in Gastrointestinal Stromal Tumors","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stromal cell; GiST; Cancer research; Internal medicine; Pathology; Oncology; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005334648,0.0005155467,0.0008024827,0.001910694,0.0002280938,0.0008352546,0.0004923909,0.0008686955,0.004521664],"category_scores_gemma":[0.0008526439,0.0001883627,0.0005356204,0.001563959,0.000379901,0.001058104,0.000604733,0.001577261,0.001849958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006226704,"about_ca_system_score_gemma":0.0008565105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008318591,"about_ca_topic_score_gemma":0.001651142,"domain_scores_codex":[0.9998063,0.00004056831,0.00002463185,0.0000277412,0.00007695356,0.00002365092],"domain_scores_gemma":[0.9996036,0.0002154688,0.00004274302,0.00001238462,0.00009929847,0.00002652206],"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":[0.00005692624,0.00003682939,0.0001644688,0.01399163,0.00008300868,0.0001936946,0.00005521939,0.0003482051,0.001116101,0.004691413,0.03284891,0.9464136],"study_design_scores_gemma":[0.00001395723,0.00007263141,0.000578299,0.00330049,0.00007712463,0.001334404,0.0000388357,0.0000750137,0.000349012,0.002148985,0.9919996,0.00001163431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009934264,0.9978332,0.0001070518,0.000350698,0.0002630678,0.000004558753,0.00001525097,0.000007988318,0.001318957],"genre_scores_gemma":[0.001049014,0.9975248,0.0001788694,0.0003277023,0.0002262519,0.000005232574,0.00003205888,0.000002053071,0.000653978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004521664,"threshold_uncertainty_score":0.01512647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3593181693501973,"score_gpt":0.5380365118337658,"score_spread":0.1787183424835684,"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."}}