{"id":"W3163592876","doi":"10.1016/j.sopen.2021.05.001","title":"The study of visuospatial abilities in trainees: A scoping review and proposed model","year":2021,"lang":"en","type":"review","venue":"Surgery Open Science","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Manitoba; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Terminology; Intervention (counseling); Psychology; MEDLINE; Applied psychology; Medical education; Medicine; Cognitive psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05251662,0.003312366,0.005395181,0.04095466,0.003577266,0.009919044,0.00606788,0.00706508,0.004528862],"category_scores_gemma":[0.09472758,0.00169182,0.008651728,0.04181918,0.005783615,0.01432509,0.005767269,0.003154634,0.000888286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01404031,"about_ca_system_score_gemma":0.0458425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01641789,"about_ca_topic_score_gemma":0.0230388,"domain_scores_codex":[0.9718795,0.01524189,0.006298526,0.002304823,0.003401465,0.0008737927],"domain_scores_gemma":[0.9002639,0.08229641,0.006815239,0.001347608,0.008348429,0.0009284324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002585976,0.0002352962,0.01339673,0.5451757,0.004118924,0.001594982,0.01542552,0.00260707,0.0003692569,0.1042136,0.01895323,0.2936512],"study_design_scores_gemma":[0.000148957,0.0002572446,0.006935415,0.849365,0.01234022,0.001825762,0.009115019,0.00340337,0.0002362983,0.04290188,0.07333484,0.0001361095],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003342859,0.9486229,0.01134894,0.02392009,0.001073355,0.003006705,0.0006785365,0.00005348521,0.007953075],"genre_scores_gemma":[0.05391821,0.9021481,0.0310556,0.004756942,0.0004163465,0.006043998,0.0007223487,0.00001556997,0.000922866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05251662,"threshold_uncertainty_score":0.2777378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2486129013344987,"score_gpt":0.4879228629736764,"score_spread":0.2393099616391777,"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."}}