{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004272818,0.0004082941,0.0001576506,0.0004557412,0.0002985846,0.0005046095,0.0007784872,0.0005162526,0.00828448],"category_scores_gemma":[0.0007592425,0.0001434257,0.0003869499,0.0001640116,0.0003588988,0.0006136993,0.001204997,0.0004203834,0.0009277663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202376,"about_ca_system_score_gemma":0.0002145321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000217759,"about_ca_topic_score_gemma":0.0006285926,"domain_scores_codex":[0.9996299,0.0001164669,0.00001687091,0.0000654133,0.0001223807,0.00004899109],"domain_scores_gemma":[0.9996374,0.0001479861,0.00004824847,0.00006761329,0.00003120186,0.00006748883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005627009,0.001044601,0.005023206,0.0005054093,0.00005513388,0.001300189,0.001108113,0.00140265,0.1479401,0.001920381,0.006363422,0.832774],"study_design_scores_gemma":[0.001048527,0.02361,0.1424338,0.001055755,0.0007631723,0.08431221,0.002588162,0.06287386,0.2905831,0.005041718,0.3848805,0.0008092943],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4112836,0.003769552,0.5410191,0.001232963,0.0007857271,0.0009242169,0.0003286888,0.002946881,0.03770933],"genre_scores_gemma":[0.7064067,0.00132341,0.2754079,0.0007576211,0.0005099741,0.0006902092,0.0002108755,0.0001652829,0.014528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00828448,"threshold_uncertainty_score":0.02771437,"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."}}