{"id":"W1977479251","doi":"10.1007/s10877-011-9306-0","title":"Pharmacodynamic modeling of propofol-induced tidal volume depression in children","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Monitoring and Computing","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Propofol; Tidal volume; Pharmacodynamics; Medicine; Anesthesia; Respiratory minute volume; Respiratory rate; Pharmacokinetics; Respiratory system; Internal medicine; Heart rate","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":[0.0010171,0.00008808271,0.0004750805,0.00009457947,0.00003417855,0.000004879369,0.00008431821,0.00008307814,0.000003689054],"category_scores_gemma":[0.0001838651,0.00006589691,0.0001244223,0.00007684893,0.00002679842,0.00007462238,0.0000434988,0.0004935729,7.513545e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001264169,"about_ca_system_score_gemma":0.000057327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003210302,"about_ca_topic_score_gemma":5.95095e-8,"domain_scores_codex":[0.9984074,0.0001051793,0.001023412,0.0001218996,0.0002067407,0.0001353717],"domain_scores_gemma":[0.9991123,0.00008473317,0.0004701159,0.00007344541,0.0001326745,0.0001267264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002608802,0.0002041416,0.9583916,0.00001984341,0.0000551938,0.00003571326,0.0002804815,0.0001687314,0.0009081366,0.000001337519,0.000001119001,0.03967282],"study_design_scores_gemma":[0.001797704,0.0004170842,0.9260334,0.0006965114,0.00007208562,0.0001460214,0.0001312379,0.06961466,0.001000997,0.00002921886,0.000001374703,0.00005970055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981025,0.0001858252,0.00121693,0.00002081661,0.0002635164,0.00007940526,9.483395e-8,0.000006161303,0.0001247604],"genre_scores_gemma":[0.996006,0.00006635932,0.003273481,0.00001209658,0.000621192,1.777519e-7,1.965561e-7,0.000009929691,0.0000106241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06944592,"threshold_uncertainty_score":0.2687198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116001822217386,"score_gpt":0.4006586183119604,"score_spread":0.2846567960945744,"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."}}