{"id":"W4412823877","doi":"10.1097/sla.0000000000006862","title":"Clinical and Pathologic features of 535 Patients with Congenital Mesoblastic Nephroma","year":2025,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Cohort; Stage (stratigraphy); Pediatrics; Retrospective cohort study; Cohort study; Surgery; Pathology","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":[0.0005349773,0.0003362842,0.0004419463,0.001437238,0.0004890292,0.0005684263,0.0003718619,0.0003834826,0.00132488],"category_scores_gemma":[0.001715657,0.0003042261,0.0003325317,0.001427569,0.0004619822,0.0004705554,0.0005175405,0.0002870098,0.0002147915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002446,"about_ca_system_score_gemma":0.000501138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00732928,"about_ca_topic_score_gemma":0.009142555,"domain_scores_codex":[0.9993563,0.00007134683,0.00009976078,0.0001886966,0.0001438402,0.0001401377],"domain_scores_gemma":[0.998754,0.0002146424,0.0006454805,0.00007115927,0.00009661715,0.0002182116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000267435,0.000004963279,0.9991647,0.000002939585,0.000006698423,0.0002580254,0.00004246996,0.00001726773,0.000127777,0.000004473804,0.00003535884,0.0003084283],"study_design_scores_gemma":[0.000004584616,0.00005370241,0.9971322,0.000003631138,0.000008769578,0.002367732,0.0001518507,0.00004898168,0.00007425393,0.000005316655,0.0001468787,0.000002169975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992319,0.00011056,0.00002283943,0.00001041496,0.000001690112,0.000007420332,0.0004251442,0.000002280451,0.0001877149],"genre_scores_gemma":[0.999211,0.00005975477,0.00005275393,0.00001238349,0.000003936131,0.00001129074,0.0005971336,0.000001619284,0.00005015486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00732928,"threshold_uncertainty_score":0.01457328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049801595800234,"score_gpt":0.3077749985444334,"score_spread":0.267276982586431,"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."}}