{"id":"W2320742560","doi":"10.1115/imece2015-52370","title":"Development of an Instrumented Surgical Setup for Quantifying Displacement and Force in Surgical Dissection","year":2015,"lang":"en","type":"article","venue":"","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Forceps; Orientation (vector space); Dissection (medical); Computer science; Surgical instrument; Displacement (psychology); Cadaver; Position (finance); Simulation; Biomedical engineering; Surgery; Medicine; Mathematics; Psychology","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":[0.0007989705,0.0005956982,0.0003321664,0.0005809045,0.0002846998,0.0005202211,0.0008030066,0.0007749998,0.001526866],"category_scores_gemma":[0.001818112,0.0004374259,0.0003671492,0.0003839238,0.0006897857,0.0006673812,0.001006105,0.0005294711,0.0002338288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280612,"about_ca_system_score_gemma":0.001093198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007146616,"about_ca_topic_score_gemma":0.001119466,"domain_scores_codex":[0.9993804,0.00008286401,0.00007526808,0.0001046537,0.0003056322,0.0000512503],"domain_scores_gemma":[0.9991782,0.000277365,0.0001666546,0.0001520634,0.0001578884,0.0000677451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001226272,0.0001047065,0.003664466,0.000397525,0.00002458618,0.0001924883,0.0002175511,0.01426923,0.9239506,0.001355497,0.000328221,0.05537256],"study_design_scores_gemma":[0.0001687447,0.00556338,0.0674803,0.0002668502,0.0001456756,0.002649681,0.000566193,0.1882127,0.7160906,0.00322925,0.01518216,0.000444446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1622049,0.0003332697,0.8341047,0.0001782456,0.0001061617,0.0006877217,0.0005212547,0.0007380657,0.001125688],"genre_scores_gemma":[0.4600573,0.0005035436,0.5375857,0.0001025112,0.00002383002,0.0007963364,0.0003405689,0.00003510662,0.0005551775],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001526866,"threshold_uncertainty_score":0.00510788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217422412948174,"score_gpt":0.3035400754067216,"score_spread":0.2613658512772399,"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."}}