{"id":"W3213880904","doi":"10.1097/ico.0000000000002921","title":"Remote Surgeon Virtual Presence: A Novel Telementoring Method for Live Surgical Training","year":2021,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Traverse; Training (meteorology); MEDLINE; Telemedicine; Surgical procedures","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004629699,0.0001729656,0.0004221901,0.00006978741,0.000115077,0.00002814547,0.00005353359,0.00009661391,0.000437368],"category_scores_gemma":[0.0005835635,0.0001571392,0.000241492,0.0002759596,0.00002699713,0.00006711599,0.00006205662,0.0001484396,0.00002478674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007522569,"about_ca_system_score_gemma":0.0002383699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005544654,"about_ca_topic_score_gemma":0.00001561619,"domain_scores_codex":[0.9986309,0.0000563389,0.0002960818,0.0003738195,0.000233872,0.0004090075],"domain_scores_gemma":[0.9981555,0.001111243,0.00007226234,0.000275358,0.0001645499,0.0002211008],"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":[0.001352153,0.0006822484,0.0233759,0.0001385997,0.0005632774,0.002016313,0.003089825,0.00003932736,0.007927123,0.001666025,0.001223418,0.9579258],"study_design_scores_gemma":[0.02555543,0.002313158,0.05041945,0.001573378,0.001542184,0.00441314,0.007595386,0.03551296,0.04609364,0.001060564,0.8224493,0.001471369],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245725,0.0007080808,0.06566033,0.0007572497,0.001250509,0.0008211176,0.00008739129,0.0001736596,0.005969222],"genre_scores_gemma":[0.963162,0.00006326151,0.02493175,0.000179585,0.0005075907,0.00004466926,0.0001776468,0.00003923268,0.01089429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9564544,"threshold_uncertainty_score":0.6407949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08825443412804575,"score_gpt":0.3600085343125023,"score_spread":0.2717541001844566,"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."}}