{"id":"W4236482386","doi":"10.1159/000184941","title":"Spurious Stones","year":2008,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Urinary system; Spurious relationship; Urinary stone; Confounding; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001508072,0.0008526285,0.001371275,0.0006159239,0.001782084,0.0002448877,0.000720132,0.0003826182,0.00500162],"category_scores_gemma":[0.0001758998,0.0005488911,0.001019835,0.0008711662,0.0005078483,0.0005937801,0.0001757175,0.001817056,0.001178783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918123,"about_ca_system_score_gemma":0.0007882919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001049599,"about_ca_topic_score_gemma":0.0000152483,"domain_scores_codex":[0.9935716,0.0004718635,0.00174951,0.0006820319,0.002031536,0.001493391],"domain_scores_gemma":[0.9951731,0.0002503776,0.001081283,0.001258551,0.0006386205,0.001598048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003796671,0.005202762,0.3934895,0.0002511913,0.006518597,0.01516126,0.009488414,0.0003625354,0.04593922,0.0002318348,0.4181681,0.1013899],"study_design_scores_gemma":[0.007916047,0.001122708,0.5213438,0.0006419184,0.001010652,0.08686543,0.0007904326,0.0002063717,0.00146094,0.0007111321,0.3771214,0.0008091691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308847,0.03509853,0.0007133363,0.02358104,0.001364574,0.001079355,0.00004343067,0.0002255631,0.007009431],"genre_scores_gemma":[0.9572238,0.01494099,0.001045206,0.01009943,0.002829528,0.00004795254,0.00001635562,0.0001890147,0.01360768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1278543,"threshold_uncertainty_score":0.9996963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05148162186853167,"score_gpt":0.320910593428812,"score_spread":0.2694289715602803,"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."}}