{"id":"W2118369893","doi":"10.1111/anae.13070","title":"Dominant hand operating probe vs needle: a comparison study of ultrasound‐guided needle placement in phantom models","year":2015,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Imaging phantom; Ultrasound; Nuclear medicine; Radiology; Biomedical engineering","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":[0.0007343144,0.0001552212,0.0005103071,0.0001422296,0.00006366611,0.00003147501,0.00007993204,0.000060494,0.00003730807],"category_scores_gemma":[0.0001363559,0.0001234596,0.00004432666,0.0003422372,0.00004330858,0.0001131308,0.00002326668,0.0001686867,0.000008149502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007433134,"about_ca_system_score_gemma":0.0001010369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009848563,"about_ca_topic_score_gemma":0.0001389083,"domain_scores_codex":[0.9984298,0.0001279829,0.0005740821,0.0002333139,0.0003970917,0.0002377532],"domain_scores_gemma":[0.9992757,0.00009447968,0.0001201338,0.0002128508,0.0001264519,0.0001704238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001451501,0.004911349,0.7993472,0.00006644283,0.0001242559,0.0001546208,0.08933172,0.09572557,0.00152907,0.0007643661,0.0005055726,0.006088381],"study_design_scores_gemma":[0.09128956,0.01132403,0.09445566,0.0008421588,0.0003398923,0.0001202926,0.1747765,0.6143968,0.008106511,0.0004159129,0.003011038,0.0009216457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947815,0.0001290305,0.0007763177,0.000130139,0.00003485668,0.00084594,5.406985e-7,0.00002153281,0.003280136],"genre_scores_gemma":[0.9990805,0.00000486275,0.0005075558,0.0001707082,0.00003316726,0.0000361884,0.000009880315,0.00001881269,0.0001382856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7048915,"threshold_uncertainty_score":0.5034537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09935199114245656,"score_gpt":0.3488964392670512,"score_spread":0.2495444481245946,"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."}}