{"id":"W6927140826","doi":"10.26044/ecr2021/c-13458","title":"Nephrocalcinosis in the neonatal period.Use of ultrasound in the initial diagnosis and follow-up protocol.","year":2021,"lang":"en","type":"article","venue":"European Society of Radiology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Nephrocalcinosis; Ultrasound; Ultrasonography; Kidney; Differential diagnosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005361919,0.0001314291,0.000332351,0.0000237018,0.00005079188,0.00001228078,0.0001367363,0.00006472017,0.00003913439],"category_scores_gemma":[0.0003933021,0.00007697804,0.0001866117,0.000222466,0.0003443421,0.00005032205,0.00005213332,0.0002329885,0.000002116813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002221538,"about_ca_system_score_gemma":0.00007312655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007378517,"about_ca_topic_score_gemma":0.000009210939,"domain_scores_codex":[0.9983399,0.0007617606,0.0003318548,0.0002229271,0.0001526023,0.0001909563],"domain_scores_gemma":[0.998821,0.0006923144,0.000100421,0.0002964486,0.00005218626,0.00003767633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002402558,0.0005021256,0.9368597,0.0001458218,0.0001659118,0.000258297,0.03287136,0.000002275232,0.0009158817,0.0001310648,0.02277166,0.005135708],"study_design_scores_gemma":[0.004548292,0.0005463375,0.9203016,0.00007223064,0.00008019731,0.001008244,0.005490571,0.00001392522,0.000385267,0.00002037423,0.06745223,0.00008079649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905664,0.000308364,0.000007984792,0.002972302,0.00004332903,0.005627476,0.00003201955,0.000006183228,0.0004359744],"genre_scores_gemma":[0.9926761,0.0003775257,0.0006650442,0.004094568,0.00009312713,0.00197419,0.00004270253,0.00001713654,0.0000596353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04468057,"threshold_uncertainty_score":0.3139073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734907379276668,"score_gpt":0.3150115366890195,"score_spread":0.2676624628962528,"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."}}