{"id":"W2119567392","doi":"","title":"General algorithms for laparoscopic surgical simulators","year":2010,"lang":"en","type":"article","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Haptic technology; Computer science; Surgical simulation; Virtual reality; Laparoscopic cholecystectomy; Simulation; Human–computer interaction; Surgery","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":[0.0001351505,0.00007209393,0.00008751229,0.0000328136,0.0001106755,0.00007219269,0.0005482121,0.00006499941,0.00004376312],"category_scores_gemma":[0.00001254781,0.00006009251,0.00005215728,0.0001563678,0.00003859813,0.000138415,0.0001108253,0.0001011787,0.00005559218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000972051,"about_ca_system_score_gemma":0.00003860281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002804031,"about_ca_topic_score_gemma":0.00002509687,"domain_scores_codex":[0.9992871,0.000009020281,0.000132286,0.0002579516,0.0001199267,0.0001937346],"domain_scores_gemma":[0.9992334,0.00009954402,0.00002904047,0.0004877984,0.00004992907,0.0001003157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.914177e-7,0.00006985269,0.0001620283,0.000003233438,0.000008532407,0.00000122198,0.00003963273,0.0002918185,0.00149411,0.9782403,0.002846923,0.01684136],"study_design_scores_gemma":[0.0005879106,0.00002877047,0.0003343393,8.707626e-7,0.000003481855,0.00001077592,0.000002909974,0.7534823,0.009982852,0.01033419,0.2250912,0.000140366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04676152,0.000004400231,0.9465201,0.001915549,0.0003697989,0.0002703856,0.000004922449,0.0002328143,0.003920542],"genre_scores_gemma":[0.5709751,0.000002506449,0.4221203,0.0005109175,0.0004113395,0.0001852722,0.0000152597,0.00001304728,0.005766291],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9679061,"threshold_uncertainty_score":0.2450502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151917819252099,"score_gpt":0.3123286870117735,"score_spread":0.2908095088192525,"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."}}