{"id":"W4394796261","doi":"10.1016/j.modpat.2024.100492","title":"Molecular Characterization of Juxtaglomerular Cell Tumors: Evidence of Alterations in MAPK–RAS Pathway","year":2024,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pathology; Biology; Medicine","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":[0.0001704178,0.0002092952,0.0001712821,0.001293381,0.0002376926,0.0003774527,0.000199716,0.0002556427,0.001976695],"category_scores_gemma":[0.0001892339,0.00009564585,0.000155183,0.0004468637,0.000243411,0.0003131462,0.0001794034,0.0002796793,0.0003552904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270313,"about_ca_system_score_gemma":0.0002024384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003273049,"about_ca_topic_score_gemma":0.000309037,"domain_scores_codex":[0.999917,0.00001064509,0.000007629914,0.0000167957,0.00002923598,0.00001873326],"domain_scores_gemma":[0.9998608,0.00002682686,0.00003491456,0.00001669367,0.00002614613,0.00003461805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005253685,0.00008620636,0.03532477,0.00008693753,0.00004335138,0.001741168,0.00007764802,0.00009858023,0.9523467,0.0004281971,0.00007841121,0.009162564],"study_design_scores_gemma":[0.00005217756,0.0006845933,0.3053027,0.00001679873,0.000235107,0.02217056,0.0005125341,0.0028754,0.6585988,0.001221522,0.008309727,0.00001990871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941729,0.001694966,0.001625619,0.00007756134,0.0000112101,0.00001572527,0.0001552862,0.00004149145,0.002205205],"genre_scores_gemma":[0.9976087,0.0004548636,0.000948696,0.0000189329,0.00001310778,0.00001049882,0.0001534364,0.000006159674,0.0007855618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001976695,"threshold_uncertainty_score":0.006612718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463573582629505,"score_gpt":0.2710835301232118,"score_spread":0.2464477942969167,"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."}}