{"id":"W2942359087","doi":"10.1097/01.ju.0000555107.45380.ae","title":"MP08-03 PREDICTING URETERIC STONE EXPULSION WITH PATIENT REPORTED OUTCOMES: A PROSPECTIVE OBSERVATIONAL STUDY","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Prospective cohort study; Ureteroscopy; Ureteric stent; Surgery; General surgery; Stent; Ureter; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210864,0.0002991545,0.0005030655,0.001017313,0.0006058014,0.001194411,0.001082356,0.0009476828,0.002483625],"category_scores_gemma":[0.009190489,0.0005842313,0.0008581493,0.002306093,0.0004032235,0.001076348,0.001301252,0.00149874,0.0006653566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007721393,"about_ca_system_score_gemma":0.001329488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364735,"about_ca_topic_score_gemma":0.01658707,"domain_scores_codex":[0.9982758,0.0004243203,0.0003122059,0.0002460128,0.0005169963,0.0002248385],"domain_scores_gemma":[0.9901925,0.002056948,0.00483911,0.0007268433,0.001053688,0.001130848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008716055,0.00004689103,0.9991026,0.00001827917,0.0000493827,0.00001720052,0.00004542845,0.00000973123,0.00002011917,0.000007345938,0.0002111102,0.0003848701],"study_design_scores_gemma":[0.0000299064,0.0001860785,0.9988558,0.00004601684,0.00006656365,0.000158522,0.000239431,0.000142134,0.00002112121,0.00001454259,0.0002322334,0.000007599665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966536,0.000405422,0.0001121719,0.0001700871,0.00001759213,0.00007095479,0.002031071,0.000007443444,0.0005316953],"genre_scores_gemma":[0.9971507,0.0002634101,0.0002773106,0.0001340146,0.00003995464,0.0001315887,0.001790896,0.000006291118,0.0002058507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364735,"threshold_uncertainty_score":0.02713585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862466195119428,"score_gpt":0.3055409112774956,"score_spread":0.2669162493263013,"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."}}