{"id":"W2168560521","doi":"","title":"Nephrology: 1. Investigation and treatment of recurrent kidney stones.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Renal colic; Medicine; Nephrology; Kidney stones; Renal stone; Internal medicine; Surgery; General surgery; Pathology; Urinary system; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004953262,0.0007318381,0.0006610309,0.001785647,0.001087592,0.0008492832,0.001044712,0.003490045,0.009234011],"category_scores_gemma":[0.001563348,0.0003019333,0.0004512732,0.0006154281,0.0006295996,0.001188172,0.0006970891,0.001465519,0.00430087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007772238,"about_ca_system_score_gemma":0.001232706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374304,"about_ca_topic_score_gemma":0.002683375,"domain_scores_codex":[0.9996504,0.00007279,0.00005182171,0.00004284894,0.00009873417,0.00008339273],"domain_scores_gemma":[0.9993787,0.00007785053,0.0001428827,0.00002333512,0.0001367374,0.0002404615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005464766,0.00112178,0.1311107,0.002476378,0.00008965813,0.4004785,0.0006332587,0.0003705097,0.008428481,0.003527815,0.1328649,0.3183514],"study_design_scores_gemma":[0.00007024633,0.0004876838,0.05220103,0.001084675,0.00006020343,0.8332077,0.0004100253,0.0003070338,0.002259102,0.002260076,0.1076112,0.00004101815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3008997,0.2112402,0.02083944,0.1773812,0.008372197,0.00113953,0.001418884,0.001475747,0.2772332],"genre_scores_gemma":[0.6865763,0.1251238,0.03020443,0.05433201,0.04363102,0.0006446964,0.001734206,0.0004105344,0.05734299],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009234011,"threshold_uncertainty_score":0.03089082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04990531120142436,"score_gpt":0.2443539802079235,"score_spread":0.1944486690064991,"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."}}