{"id":"W6942354676","doi":"10.14288/1.0368579","title":"Mental practice in postgraduate training: a randomized controlled trial in mastoidectomy skills","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Mastoidectomy; Psychomotor learning; Protocol (science); Task (project management); Mental health; Cognition; Significant difference","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004099283,0.001311757,0.003569715,0.0007961599,0.001028993,0.001299827,0.001646154,0.003202955,0.0110179],"category_scores_gemma":[0.0076144,0.0008891913,0.001678599,0.0008477268,0.002325034,0.00140061,0.0008619378,0.00328312,0.0008229755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706942,"about_ca_system_score_gemma":0.003466389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003781948,"about_ca_topic_score_gemma":0.00559642,"domain_scores_codex":[0.9962453,0.002256491,0.0003250192,0.0004840915,0.000281256,0.0004078124],"domain_scores_gemma":[0.9955986,0.001967383,0.0007907271,0.0002506113,0.0002578441,0.001134868],"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":[0.9641343,0.02035338,0.0003767927,0.001028519,0.0003329972,0.00003206569,0.0001068891,0.0001123484,0.0005727299,0.0000915771,0.000329963,0.01252844],"study_design_scores_gemma":[0.9287259,0.06932114,0.001186321,0.00006276436,0.0001660872,0.000006626978,0.00003900448,0.0001535302,0.0000918058,0.00005376652,0.0001851273,0.000007897565],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744252,0.003750683,0.000629509,0.001004201,0.001277146,0.01639539,0.0004946394,0.0001280071,0.001895186],"genre_scores_gemma":[0.9498754,0.002868128,0.003876947,0.001141386,0.001073726,0.03783887,0.0003413222,0.00001805937,0.002966176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110179,"threshold_uncertainty_score":0.0368585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03456204386536782,"score_gpt":0.36456567692838,"score_spread":0.3300036330630122,"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."}}