{"id":"W1414154777","doi":"10.1089/end.2014.0011","title":"Tracked Ultrasonography Snapshots Enhance Needle Guidance for Percutaneous Renal Access: A Pilot Study","year":2014,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Southeastern Ontario Academic Medical Organization; Cancer Care Ontario","keywords":"Medicine; Imaging phantom; Ultrasonography; Nephrostomy; Percutaneous; Percutaneous nephrostomy; Radiology; Surgery; Nuclear medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005207441,0.0002294565,0.0007313855,0.0002863418,0.0001013833,0.0000318459,0.0002885358,0.0000750873,0.000106445],"category_scores_gemma":[0.0006254157,0.000169592,0.0002630767,0.000186153,0.00008171056,0.0001441957,0.00002750929,0.000319395,0.000006263627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003806034,"about_ca_system_score_gemma":0.0001062128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001982857,"about_ca_topic_score_gemma":0.00001225018,"domain_scores_codex":[0.9981861,0.0001550088,0.0007144336,0.000259423,0.0002843844,0.0004006199],"domain_scores_gemma":[0.998109,0.0003967715,0.0005556343,0.0002877085,0.0003510739,0.0002998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05076547,0.02384256,0.660826,0.0002793186,0.004629896,0.002373654,0.003536242,0.0002657198,0.206352,0.000392899,0.02682722,0.01990909],"study_design_scores_gemma":[0.03523083,0.2630459,0.578826,0.00024609,0.003579573,0.03919326,0.0007603824,0.000422835,0.0104027,0.001911347,0.06558176,0.0007993275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940425,0.000549752,0.001425701,0.001955087,0.0005056029,0.0005861907,0.000009254843,0.00002030595,0.0009055957],"genre_scores_gemma":[0.9947146,0.00006112691,0.002408787,0.001905632,0.0006775131,0.0000241344,0.000004833291,0.00003249983,0.0001708337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2392033,"threshold_uncertainty_score":0.691576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510788965690105,"score_gpt":0.3434284620515272,"score_spread":0.3083205723946262,"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."}}