{"id":"W2089157351","doi":"10.1097/sih.0b013e31826230d4","title":"Does Surgical “Warming up” Improve Laparoscopic Simulator Performance?","year":2012,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Randomized controlled trial; Physical therapy; Laparoscopy; Warming up; Surgery; Pregnancy","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":[0.003952783,0.0003306116,0.0007471166,0.0001931045,0.0005361168,0.0000316628,0.0002838596,0.0004192692,0.0000347005],"category_scores_gemma":[0.0007091768,0.0001745878,0.0008563448,0.0009721651,0.0001328274,0.0005427724,0.00007456413,0.00125258,0.000003277843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009142128,"about_ca_system_score_gemma":0.0004288882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002010725,"about_ca_topic_score_gemma":0.00005467925,"domain_scores_codex":[0.9954458,0.0005546336,0.001967943,0.000258259,0.0009241258,0.0008491743],"domain_scores_gemma":[0.9930878,0.00417604,0.001037059,0.0004691013,0.0008555128,0.0003744664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009533318,0.00008350383,0.4296145,0.0005059217,0.00004113118,7.560309e-7,0.003439259,0.5595206,0.000005370005,0.0001918044,0.000006944929,0.005636861],"study_design_scores_gemma":[0.01032938,0.0003753586,0.1887819,0.0007744124,0.0001112194,0.00001779857,0.001705147,0.7911789,0.00008667474,0.0008481732,0.005513726,0.0002773593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763219,0.001242128,0.0003496087,0.01671921,0.003320231,0.001969727,0.00002104685,0.00003924356,0.00001689376],"genre_scores_gemma":[0.9961803,0.000158136,0.0002131092,0.001964643,0.001255409,0.00002553861,0.00001604163,0.00005752441,0.0001293097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2408326,"threshold_uncertainty_score":0.7119486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05004471201613171,"score_gpt":0.3818527182670138,"score_spread":0.3318080062508821,"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."}}