{"id":"W2586239364","doi":"10.1002/9781119085713.ch22","title":"Encrustation of Indwelling Urinary Devices","year":2017,"lang":"en","type":"other","venue":"","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Struvite; Urinary system; Stent; Chemistry; Implant; Urology; Medicine; Surgery; Internal medicine; Biochemistry","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":[0.0003959345,0.0004016875,0.0003725448,0.0008879428,0.000565409,0.001052663,0.0004153601,0.0006797386,0.002074294],"category_scores_gemma":[0.0008540945,0.0001988763,0.0006341399,0.0006103305,0.0005524655,0.0005715016,0.0007080778,0.0005592952,0.0003669299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003714904,"about_ca_system_score_gemma":0.0005651998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008738222,"about_ca_topic_score_gemma":0.001807722,"domain_scores_codex":[0.999186,0.00009780673,0.00005737316,0.00006885724,0.00051907,0.00007086789],"domain_scores_gemma":[0.99967,0.0001067976,0.000118632,0.00001804032,0.00005490212,0.00003161489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006023091,0.0003115216,0.0130394,0.009532713,0.0001680946,0.009586397,0.002373809,0.0008821457,0.3315168,0.009153102,0.006619227,0.6162145],"study_design_scores_gemma":[0.00004546168,0.00170332,0.0541164,0.002210419,0.0003673311,0.05540232,0.001801569,0.002386461,0.4508262,0.004270461,0.4267134,0.000156729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.3836925,0.5340852,0.02014428,0.002092882,0.0009088443,0.0002781959,0.000313001,0.0005043523,0.05798088],"genre_scores_gemma":[0.7362696,0.220586,0.01428124,0.001003669,0.0004170722,0.0001259865,0.0002301504,0.0001056587,0.02698061],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002074294,"threshold_uncertainty_score":0.006939232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566282316247733,"score_gpt":0.321376762226048,"score_spread":0.2957139390635707,"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."}}