{"id":"W4243742212","doi":"10.21203/rs.3.rs-286555/v1","title":"Kidney Stone Composition in Various Country Around the World","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Struvite; Calcium oxalate; Uric acid; Calcium; Kidney stones; Oxalate; Cystine; Phosphate; Animal science; Medicine; Internal medicine; Chemistry; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002328973,0.0001475334,0.0003797078,0.001642118,0.0004478458,0.00048407,0.0001471468,0.0001737796,0.001580106],"category_scores_gemma":[0.0006787353,0.0001544423,0.0004252959,0.002414643,0.0001631217,0.0003286372,0.000255933,0.0002024967,0.0001953971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758835,"about_ca_system_score_gemma":0.0002894516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007341864,"about_ca_topic_score_gemma":0.009264095,"domain_scores_codex":[0.9997856,0.00003793896,0.00004661666,0.0000501078,0.00004767115,0.00003205469],"domain_scores_gemma":[0.9996268,0.00004632347,0.0001615347,0.00002144092,0.00008219583,0.00006162997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002974328,0.00001968919,0.996866,0.00004924172,0.00006831629,0.0001701528,0.0001597614,0.00002957298,0.0001982244,0.00002652202,0.000148655,0.002234153],"study_design_scores_gemma":[0.000002855439,0.0000336708,0.9983841,0.00001498048,0.00003683646,0.000584428,0.0003942708,0.00004822182,0.000059087,0.00001952178,0.0004175504,0.000004437039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997179,0.0008435297,0.00005680621,0.00004905256,0.000007568312,0.000007825652,0.001079882,0.000004540617,0.0007716739],"genre_scores_gemma":[0.9982032,0.0005590873,0.0001494216,0.00005632419,0.000008931162,0.0000107508,0.000814087,0.000002189529,0.0001961014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007341864,"threshold_uncertainty_score":0.01459825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05136137037861203,"score_gpt":0.4022211989979247,"score_spread":0.3508598286193126,"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."}}