{"id":"W4391185558","doi":"10.1007/978-3-031-36212-5_19","title":"Ureteral Stones","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"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":[0.0001697235,0.0005565475,0.000503061,0.001052764,0.001017435,0.001638992,0.0005324008,0.001137271,0.09159233],"category_scores_gemma":[0.0005191148,0.0002700437,0.0004629574,0.0008637778,0.000661927,0.00112249,0.001372204,0.00178101,0.03572774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004782843,"about_ca_system_score_gemma":0.0007842589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339274,"about_ca_topic_score_gemma":0.006267695,"domain_scores_codex":[0.9998494,0.0000223415,0.000007673741,0.0000199421,0.00007464888,0.00002599145],"domain_scores_gemma":[0.9999058,0.00003048435,0.000006241679,0.00001486247,0.00002362478,0.00001898487],"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":[0.00002805151,0.00008044617,0.0002505001,0.0004065076,0.000008982147,0.001043944,0.0003414296,0.0002512025,0.001072742,0.06162968,0.4529051,0.4819814],"study_design_scores_gemma":[0.000002122876,0.00001199352,0.0002400858,0.0001465562,0.000003004664,0.001583751,0.0000441589,0.0000293076,0.0001217464,0.003963045,0.9938512,0.000003004136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007779177,0.02878982,0.001829426,0.001680309,0.002307099,0.00003467465,0.0001055744,0.0001276077,0.9643476],"genre_scores_gemma":[0.003849977,0.01601332,0.001355379,0.001450128,0.0008074063,0.0000178206,0.0001089738,0.00005052116,0.9763466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09159233,"threshold_uncertainty_score":0.3064069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392255295708569,"score_gpt":0.2862861191220785,"score_spread":0.2423635661649928,"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."}}