{"id":"W2070274749","doi":"10.1118/1.3476150","title":"Poster — Thur Eve — 45: Three‐Dimensional US Probe Localization by Single Perspective Pose Estimation","year":2010,"lang":"en","type":"article","venue":"Medical Physics","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Fluoroscopy; Image registration; Computer vision; Computer science; Artificial intelligence; Rotation (mathematics); Tracking (education); Gold standard (test); Medicine; Radiology; Image (mathematics)","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":[0.0007343479,0.0009296595,0.0003546941,0.0008175042,0.0002880745,0.001508062,0.0006789422,0.001013132,0.01360183],"category_scores_gemma":[0.001465328,0.0003681759,0.0007672943,0.0003346986,0.0004142407,0.0008761119,0.001186095,0.0007096261,0.007475272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923955,"about_ca_system_score_gemma":0.0004774195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000621959,"about_ca_topic_score_gemma":0.000496153,"domain_scores_codex":[0.9994444,0.0001107785,0.00002814474,0.0001478964,0.0002297572,0.00003906854],"domain_scores_gemma":[0.9995428,0.00008895722,0.00005089492,0.0001043293,0.0001645224,0.00004843421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001078742,0.0001772869,0.003798812,0.0005112101,0.0001551957,0.0006633056,0.0002981643,0.02323306,0.3324052,0.003906815,0.02272003,0.6110522],"study_design_scores_gemma":[0.0001394692,0.001447443,0.01838878,0.0002026573,0.0002260999,0.004745217,0.0002218899,0.3412842,0.5283644,0.003427938,0.1013125,0.0002395068],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.07182973,0.001879933,0.9009931,0.0005932132,0.001257391,0.0002260072,0.0003970822,0.003750693,0.0190728],"genre_scores_gemma":[0.4880726,0.002146118,0.4665302,0.0002954904,0.0007144198,0.00024167,0.001386485,0.0006731946,0.03993981],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01360183,"threshold_uncertainty_score":0.04550266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107230481003879,"score_gpt":0.2721512958968564,"score_spread":0.2614282477964686,"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."}}