{"id":"W2754498332","doi":"10.1109/embc.2017.8037719","title":"Positioning the endoscope in laparoscopic surgery by foot: Influential factors on surgeons' performance in virtual trainer","year":2017,"lang":"en","type":"article","venue":"","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Endoscope; Trainer; Task (project management); Converse; Abdominal cavity; Computer science; Simulation; Medicine; Medical physics; Human–computer interaction; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007527988,0.0002674611,0.0001612368,0.0002301141,0.0002105806,0.0005925727,0.000154325,0.0002983868,0.002286942],"category_scores_gemma":[0.006570792,0.00010029,0.0001897999,0.0001179514,0.0002656193,0.0002877443,0.000321017,0.0002293912,0.0003529305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168428,"about_ca_system_score_gemma":0.0002112854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511897,"about_ca_topic_score_gemma":0.001586666,"domain_scores_codex":[0.9994515,0.0002566609,0.0000310096,0.00005429146,0.00009444763,0.0001121158],"domain_scores_gemma":[0.9964379,0.00196705,0.000593712,0.000123634,0.0002835878,0.0005941487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006337643,0.002922489,0.792057,0.0003106089,0.0002564437,0.001139005,0.004048111,0.009184131,0.1062648,0.0001937162,0.0005313484,0.07675473],"study_design_scores_gemma":[0.00002035352,0.003409449,0.9779413,0.00002296146,0.00007529276,0.0003420998,0.001088393,0.008035212,0.008366385,0.0001482586,0.000513658,0.00003665098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994031,0.00003016602,0.0002737342,0.00001387255,0.000001972184,0.000003129507,0.000008438958,0.000002210775,0.000263399],"genre_scores_gemma":[0.9994306,0.00003021092,0.0002529846,0.000007638248,0.000002603437,0.000004101906,0.00001529779,0.000002493302,0.0002539931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002286942,"threshold_uncertainty_score":0.007650554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448511558474805,"score_gpt":0.296264918340743,"score_spread":0.2617798027559949,"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."}}