{"id":"W3181295982","doi":"10.1002/jso.26505","title":"Telesimulation for remote simulation and assessment","year":2021,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Medical physics","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":[0.001054321,0.0002148219,0.002552063,0.0002378961,0.00005555453,0.00002295451,0.00004980198,0.0005343569,0.000183307],"category_scores_gemma":[0.0002474274,0.0001486438,0.0007699811,0.0002082634,0.00005102048,0.00006540868,0.00002904201,0.0006463925,0.000001799776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213428,"about_ca_system_score_gemma":0.0009047913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.026746e-7,"about_ca_topic_score_gemma":2.629846e-7,"domain_scores_codex":[0.997741,0.0002824401,0.001301878,0.0002046395,0.0002889209,0.0001811205],"domain_scores_gemma":[0.9933052,0.004829427,0.001047795,0.0001047401,0.0004723982,0.0002404474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001270983,0.000111252,0.000006079485,0.00146589,0.0002430188,0.0008489335,0.00001149517,0.0006342573,5.247574e-8,0.0002172217,0.00002635225,0.9963083],"study_design_scores_gemma":[0.003970782,0.0008316378,0.00001761158,0.003932206,0.001449039,0.002133338,0.00001430511,0.008545167,3.721331e-8,0.00007823578,0.9789038,0.000123805],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004095854,0.9910514,0.002801653,0.0003277125,0.0003891404,0.0005199456,0.000004628753,0.00001110788,0.004853474],"genre_scores_gemma":[0.0008703677,0.990846,0.007032311,0.00008927794,0.0009198757,0.000002810044,0.00005647747,0.00002959576,0.0001532785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9961845,"threshold_uncertainty_score":0.6061516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1966256723975961,"score_gpt":0.5196329661781333,"score_spread":0.3230072937805372,"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."}}