{"id":"W2044276812","doi":"10.1038/modpathol.3800976","title":"Diagnostic and prognostic markers for gastrointestinal stromal tumors in Norway","year":2007,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC; Sanofi","keywords":"CD117; GiST; Immunohistochemistry; Tissue microarray; Pathology; Gastrointestinal tract; Histology; Stromal cell; Atypia; Stromal tumor; CD34; Medicine; Nuclear atypia; Hematopathology; Biology; Internal medicine; Cytogenetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001215985,0.0001935118,0.0002720508,0.0007946547,0.0004033122,0.0006106313,0.0002821782,0.000179691,0.0007359525],"category_scores_gemma":[0.002202351,0.0001971485,0.0001875398,0.0009176758,0.0004320638,0.0002763222,0.000528366,0.0002462178,0.0001483481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107162,"about_ca_system_score_gemma":0.001876693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04687249,"about_ca_topic_score_gemma":0.04085546,"domain_scores_codex":[0.9995002,0.0001446443,0.00008368643,0.00006627836,0.00007470354,0.0001306116],"domain_scores_gemma":[0.9990945,0.0002494664,0.0002671864,0.00004003314,0.0001886153,0.0001602149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005791227,0.00004341106,0.9845882,0.00005013446,0.00002724326,0.0004265847,0.0005407715,0.0004435142,0.001441978,0.0003606007,0.001124602,0.01037372],"study_design_scores_gemma":[0.00002905717,0.0001791208,0.9902771,0.00006246516,0.00004897436,0.0007544396,0.001363967,0.0004737499,0.0007487423,0.0002517547,0.005795765,0.000014908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913236,0.003171271,0.0005741387,0.000492212,0.0001330589,0.00001599785,0.001732819,0.00001145041,0.002545389],"genre_scores_gemma":[0.9970055,0.0008788759,0.0005009026,0.00005759388,0.00002804475,0.00001858892,0.0009105044,0.000005535879,0.000594477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04687249,"threshold_uncertainty_score":0.09319931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914010179571415,"score_gpt":0.2965431715838318,"score_spread":0.2774030697881177,"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."}}