{"id":"W3132807071","doi":"10.1177/1553350621996961","title":"A Review on the Current Applications of Artificial Intelligence in the Operating Room","year":2021,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Workflow; Applications of artificial intelligence; Medicine; Artificial intelligence; Computer science; 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":[0.002487373,0.0002016414,0.0008330944,0.0002181553,0.0001153135,0.00002960279,0.000237216,0.0001321905,0.0001616279],"category_scores_gemma":[0.001125385,0.0001037308,0.0001931847,0.004681041,0.00007171647,0.00003391977,0.00003062161,0.00102104,0.00007138483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127183,"about_ca_system_score_gemma":0.0006993501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003232688,"about_ca_topic_score_gemma":0.000008726746,"domain_scores_codex":[0.9968295,0.0004780322,0.001852944,0.0003068225,0.0003515593,0.0001811621],"domain_scores_gemma":[0.9969096,0.001394795,0.0005117495,0.0005768024,0.0005828294,0.00002418636],"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":[0.000001824689,0.0001790294,0.000001605551,0.01099939,0.000008830084,0.000002027264,0.00009188514,7.416307e-7,9.602329e-8,0.07317249,0.0005450301,0.914997],"study_design_scores_gemma":[0.000003467592,0.00004650593,8.451074e-7,0.06050069,0.0001155962,0.00002340811,0.0001904401,0.00003620294,0.00001024478,0.001145639,0.9378358,0.00009121455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001734003,0.9920413,0.0007427573,0.003616856,0.0002143717,0.002722258,0.000007862241,0.00001049793,0.0006267377],"genre_scores_gemma":[0.0002716982,0.9965354,0.00005336095,0.0008078236,0.0005515825,0.001331451,0.0004153819,0.00001492651,0.00001837804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9372907,"threshold_uncertainty_score":0.4435968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4426250757740886,"score_gpt":0.5435147150379981,"score_spread":0.1008896392639095,"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."}}