{"id":"W4318598985","doi":"10.1016/s0022-5347(05)64444-8","title":"Urinary Calculi in Aviation Pilots: What is the Best Therapeutic Approach?","year":2002,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Aviation; Urinary system; Aeronautics; Internal medicine; Aerospace engineering","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":[0.001366037,0.0002865556,0.0006335462,0.001558584,0.001021283,0.001144338,0.0007326179,0.0008519971,0.002203749],"category_scores_gemma":[0.006214359,0.0001931632,0.0003938905,0.00115174,0.0009267804,0.001667908,0.0007503987,0.0007566873,0.0004106164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006264721,"about_ca_system_score_gemma":0.001255874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528396,"about_ca_topic_score_gemma":0.007880341,"domain_scores_codex":[0.9994344,0.0001297631,0.0001329419,0.00004354437,0.0001554387,0.000103828],"domain_scores_gemma":[0.9965788,0.0007300288,0.001111955,0.0001435911,0.0007758738,0.0006597333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002266633,0.0002387323,0.8761257,0.0004386974,0.00006034359,0.002634617,0.0004709499,0.0002400409,0.0006728557,0.0002216569,0.004094913,0.114575],"study_design_scores_gemma":[0.0001102958,0.001165522,0.9162051,0.003112883,0.0002815996,0.04814092,0.01089911,0.001447763,0.001327681,0.001859295,0.01532826,0.0001216493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257838,0.04539253,0.002755486,0.02006815,0.0003891323,0.0001162588,0.000426257,0.00007829691,0.004990076],"genre_scores_gemma":[0.9738749,0.02001456,0.00301073,0.001102557,0.0009826955,0.00005503573,0.0003707105,0.00001906157,0.0005695774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002528396,"threshold_uncertainty_score":0.00737232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04312398880691818,"score_gpt":0.2853330742863277,"score_spread":0.2422090854794095,"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."}}