{"id":"W2463871428","doi":"10.1089/end.2016.0105","title":"Best Stent Length Predicted by Simple CT Measurement Rather than Patient Height","year":2016,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Stent; Medicine; Ureter; Coronal plane; Renal pelvis; Nuclear medicine; Hydronephrosis; Surgery; Radiology; Anatomy; Urinary system","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":[],"consensus_categories":[],"category_scores_codex":[0.0002907924,0.0001922819,0.0004713446,0.0001228327,0.00005064838,0.000007067846,0.0001083288,0.00007018948,0.000366545],"category_scores_gemma":[0.000223735,0.00009947243,0.0002193964,0.0000657678,0.00006366429,0.00007893141,0.00003455246,0.0001871437,0.00003469233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782843,"about_ca_system_score_gemma":0.0001653657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001832585,"about_ca_topic_score_gemma":0.000003899647,"domain_scores_codex":[0.9981382,0.0001367777,0.0005921348,0.0001805959,0.0006031266,0.0003491292],"domain_scores_gemma":[0.9985235,0.00006809219,0.0004368241,0.000234841,0.0003701446,0.0003665489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005519988,0.006295371,0.6395053,0.00005025655,0.003706073,0.002108369,0.0005566676,0.00000528208,0.1024956,0.0001150747,0.1575655,0.08207656],"study_design_scores_gemma":[0.0252189,0.02332498,0.09592476,0.0002427107,0.001361688,0.00623601,0.0001764456,0.00001725382,0.03368675,0.0003244843,0.8131527,0.0003332525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885046,0.001457522,0.0002236175,0.00801398,0.0004993061,0.0002486236,0.0000558903,0.00001573024,0.0009807015],"genre_scores_gemma":[0.9978507,0.0003129175,0.0001163086,0.001077465,0.0002426842,0.000008005039,0.000004829938,0.00002784127,0.0003592678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6555873,"threshold_uncertainty_score":0.4056368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293004854678414,"score_gpt":0.2518467640402413,"score_spread":0.2289167154934572,"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."}}