{"id":"W4327681928","doi":"10.1097/md.0000000000033209","title":"Development of technical skills in simulated cerebral aneurysm coiling","year":2023,"lang":"en","type":"article","venue":"Medicine","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Foundation for Healthcare Improvement; Western University","funders":"","keywords":"Medicine; Perforation; Task (project management); Physical medicine and rehabilitation; Test (biology); Medical physics; Physical therapy; Simulation; Computer science","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":[0.0006115737,0.0004021159,0.0002241871,0.0002426646,0.0001638555,0.000268732,0.0003616144,0.0002997666,0.001338181],"category_scores_gemma":[0.004289743,0.0001827978,0.0002237886,0.00006487481,0.0003195669,0.0002379132,0.000804744,0.0003722702,0.0002481111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001716686,"about_ca_system_score_gemma":0.0003372731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004487055,"about_ca_topic_score_gemma":0.0005581641,"domain_scores_codex":[0.9996212,0.0001323421,0.00003265524,0.00005675384,0.00008795138,0.00006916338],"domain_scores_gemma":[0.9988562,0.0003976082,0.0001701166,0.0001281424,0.0001675681,0.000280409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005656295,0.02534148,0.2656764,0.000745037,0.0001419966,0.001914534,0.01395287,0.02821861,0.3981873,0.0006591881,0.001474102,0.2580322],"study_design_scores_gemma":[0.0001811051,0.06804616,0.7519091,0.0001278029,0.00007235956,0.002623791,0.002397152,0.02919113,0.1397508,0.0008360742,0.004747131,0.0001173231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990376,0.00001297853,0.000643037,0.000007981403,0.00000205871,0.00002765386,0.00001104372,0.000009130735,0.0002485714],"genre_scores_gemma":[0.9977154,0.00004681087,0.001654223,0.000009357997,0.000002017317,0.00004866135,0.00004575005,0.000002099276,0.0004757201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001338181,"threshold_uncertainty_score":0.004476666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304593104754413,"score_gpt":0.3471219870194837,"score_spread":0.3040760559719396,"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."}}