{"id":"W2160846111","doi":"10.1111/pan.12183","title":"Robust closed‐loop control of induction and maintenance of propofol anesthesia in children","year":2013,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Propofol; Anesthesia; Bolus (digestion); Remifentanil; Lidocaine; Interquartile range; Cannula; Population; Pharmacodynamics; Pharmacokinetics; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006435012,0.0003037468,0.000384308,0.0001446207,0.00009656678,0.000322805,0.0003843318,0.0001843117,0.0006031377],"category_scores_gemma":[0.003164235,0.0001116382,0.0001979138,0.0001013724,0.0003371352,0.0001972443,0.0003981096,0.0002092461,0.0001214596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561146,"about_ca_system_score_gemma":0.0004000392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028911,"about_ca_topic_score_gemma":0.0006437043,"domain_scores_codex":[0.9994917,0.0001326984,0.00005047436,0.0001157852,0.0001467414,0.00006244418],"domain_scores_gemma":[0.9989856,0.0004309359,0.000403021,0.00004555519,0.00009000592,0.00004491577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01038084,0.0006019932,0.266518,0.0008624602,0.0003223224,0.001332721,0.0008940363,0.0666097,0.2045199,0.001064023,0.001679254,0.4452147],"study_design_scores_gemma":[0.0009632874,0.01967194,0.5582649,0.0001598343,0.0004421335,0.00426227,0.0004291177,0.2699207,0.1379553,0.0009768229,0.006822075,0.0001316328],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675853,0.0005981012,0.03086043,0.00005347504,0.0000136747,0.0000757451,0.0001211155,0.0001835814,0.0005086079],"genre_scores_gemma":[0.9947703,0.0001629604,0.004766048,0.00001877468,0.000009093094,0.00005812733,0.0001008196,0.00001245421,0.0001012138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001028911,"threshold_uncertainty_score":0.003403246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231238990941463,"score_gpt":0.2146336856845598,"score_spread":0.2023212957751451,"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."}}