{"id":"W2981295903","doi":"10.1016/j.jmig.2020.01.010","title":"Effect of a Surgical Teaching Video on Resident Performance of a Laparoscopic Salpingo-oophorectomy: A Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; Health Sciences Centre; McGill University; University of Toronto","funders":"","keywords":"Medicine; Randomized controlled trial; Laparoscopy; General surgery; Oophorectomy; Surgery; Hysterectomy","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":[0.003056799,0.002535919,0.005213271,0.0007452566,0.001220545,0.001975672,0.002006771,0.005048141,0.01389671],"category_scores_gemma":[0.008547595,0.001825982,0.003583693,0.0007783095,0.002855303,0.001900661,0.001077677,0.005132155,0.001294681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021438,"about_ca_system_score_gemma":0.002832951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004472811,"about_ca_topic_score_gemma":0.00400715,"domain_scores_codex":[0.9968128,0.001371741,0.0003337683,0.0007761396,0.0002636905,0.0004419211],"domain_scores_gemma":[0.9935216,0.003120294,0.001444594,0.0003331972,0.0003685488,0.001211754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.989669,0.006179393,0.0002027706,0.0004300514,0.0006514207,0.00001153355,0.00003008795,0.00007617607,0.0002903508,0.00002715655,0.0001266436,0.002305307],"study_design_scores_gemma":[0.9443066,0.0531315,0.0008537152,0.00005723326,0.001026397,0.000005935709,0.00002779702,0.000253205,0.0001279624,0.00006184343,0.0001302865,0.00001753197],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826387,0.004415193,0.0008832166,0.0007844681,0.002212963,0.006335512,0.0007370836,0.0001405561,0.001852168],"genre_scores_gemma":[0.9826355,0.002308858,0.002178441,0.0008119717,0.001496584,0.007325871,0.0004963252,0.00003015498,0.002716357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01389671,"threshold_uncertainty_score":0.04648912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656791102759997,"score_gpt":0.3010548877214667,"score_spread":0.2844869766938667,"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."}}