{"id":"W2153948706","doi":"10.5812/aapm.16468","title":"Robotic Anesthesia: How is it Going to Change Our Practice?","year":2014,"lang":"en","type":"article","venue":"Anesthesiology and Pain Medicine","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Anesthesia; Dexmedetomidine; Medical education","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":[0.0025507,0.0003339708,0.0008104334,0.0001757954,0.0001832518,0.00001207731,0.0001456795,0.0002774521,0.00009840964],"category_scores_gemma":[0.002178002,0.0002365444,0.00006590857,0.0002661212,0.0001770278,0.0001456956,0.00002405001,0.0003128749,0.000250502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002335801,"about_ca_system_score_gemma":0.00003118193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003475974,"about_ca_topic_score_gemma":0.000003702602,"domain_scores_codex":[0.9974582,0.0009089591,0.0003012014,0.0005574552,0.0002800406,0.0004941882],"domain_scores_gemma":[0.9978015,0.0010092,0.0001496103,0.0004405596,0.0001531473,0.0004459596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001651036,0.0004176677,0.4452359,0.0005860199,0.0002927086,0.004252557,0.02093632,0.000003252966,0.001731279,0.003231016,0.430538,0.09112424],"study_design_scores_gemma":[0.001917819,0.006787157,0.154266,0.0006061585,0.0003892023,0.004712701,0.005745075,0.0008278406,0.0001083795,0.0001892836,0.8240607,0.0003895899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2110641,0.001384736,0.001708204,0.7838514,0.00006302239,0.0007730877,1.545931e-7,0.00008433848,0.001070929],"genre_scores_gemma":[0.6536887,0.0004136482,0.001178612,0.3402158,0.0007476961,0.00005866528,0.00001968035,0.00003170505,0.00364548],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4436356,"threshold_uncertainty_score":0.9646002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05998222100167176,"score_gpt":0.3259975354210106,"score_spread":0.2660153144193388,"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."}}