{"id":"W4390819365","doi":"10.1213/ane.0000000000006835","title":"Robotic Anesthesia: A Vision for 2050","year":2024,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Sedation; Anesthesia; Medicine; Intubation; Robot; Variety (cybernetics); Drug administration; Anesthetic; Intensive care medicine; Computer science; Artificial intelligence; Pharmacology","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":[0.003371929,0.00114491,0.0005047296,0.001277423,0.001123409,0.004038893,0.001183415,0.004511512,0.02260497],"category_scores_gemma":[0.002645649,0.0003094235,0.0006261222,0.000643145,0.00318232,0.00780856,0.003321811,0.004397434,0.01001591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482371,"about_ca_system_score_gemma":0.002211582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009636332,"about_ca_topic_score_gemma":0.0009479829,"domain_scores_codex":[0.9989274,0.0002996454,0.00005955397,0.0001635583,0.0004365349,0.0001132296],"domain_scores_gemma":[0.9982061,0.0006683521,0.00008854746,0.0001551952,0.0004426571,0.0004391149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001563294,0.0001145613,0.0005689062,0.0009509504,0.00003397611,0.0001499518,0.0003735492,0.0009497893,0.003150173,0.3141515,0.1924484,0.4869519],"study_design_scores_gemma":[0.000009750445,0.0001382036,0.0003593561,0.0005821918,0.000008357354,0.0003638062,0.0001966698,0.0008278766,0.0003674479,0.05122066,0.9459028,0.0000229443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.004399075,0.4550621,0.08612992,0.1771943,0.02144791,0.00008627609,0.0004055096,0.00166529,0.2536097],"genre_scores_gemma":[0.1296206,0.4832675,0.1429348,0.07144275,0.02193514,0.0003165761,0.001113256,0.0008051611,0.1485642],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02260497,"threshold_uncertainty_score":0.07562119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173615250144888,"score_gpt":0.3103064731171538,"score_spread":0.2885703206157049,"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."}}