{"id":"W2014780589","doi":"10.1016/j.urology.2011.09.013","title":"Impact of Radiological Technologists on the Outcome of Shock Wave Lithotripsy","year":2011,"lang":"en","type":"article","venue":"Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Radiological weapon; Shock wave lithotripsy; Lithotripsy; Medical physics; General surgery; Radiology","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":[0.00438414,0.0002245131,0.0005041144,0.0009944499,0.000790373,0.00199942,0.0003832412,0.001068622,0.006274679],"category_scores_gemma":[0.03499291,0.0001864665,0.001266604,0.00104337,0.0006054802,0.001021259,0.0008078857,0.001246122,0.0007024445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494585,"about_ca_system_score_gemma":0.002297229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003284536,"about_ca_topic_score_gemma":0.004625015,"domain_scores_codex":[0.9922165,0.003997201,0.0008182971,0.0002640961,0.001687922,0.001016067],"domain_scores_gemma":[0.9671004,0.01864079,0.007441201,0.0006827466,0.003681602,0.002453195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01025427,0.001369899,0.8714408,0.0002498033,0.0008629189,0.001588352,0.0006848511,0.0015671,0.001338344,0.0007513252,0.002762418,0.10713],"study_design_scores_gemma":[0.0003654776,0.003152004,0.985243,0.0001567773,0.0007082527,0.00178802,0.001339023,0.001054406,0.001880229,0.0009093498,0.003331265,0.00007224555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733628,0.006141375,0.0005414721,0.006587175,0.000200676,0.00002679094,0.0003257467,0.0000251194,0.01278895],"genre_scores_gemma":[0.9975243,0.001006899,0.0001752162,0.0004697561,0.0001738613,0.000006937402,0.0001134802,0.0000152326,0.0005143332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006274679,"threshold_uncertainty_score":0.02318585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229055434751616,"score_gpt":0.3344657799481784,"score_spread":0.2115602364730168,"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."}}