{"id":"W2144025541","doi":"10.1002/jmri.21870","title":"Impact of audio/visual systems on pediatric sedation in magnetic resonance imaging","year":2009,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster Children's Hospital","funders":"","keywords":"Sedation; Medicine; Magnetic resonance imaging; Radiology; Image quality; Anesthesia; Image (mathematics); Computer science","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":[0.0008024161,0.000284593,0.0007131214,0.0007035963,0.00005053284,0.00004609192,0.0002191678,0.00005550974,0.00009376655],"category_scores_gemma":[0.0003179512,0.0002290099,0.0002564751,0.0006665461,0.00007633941,0.0003266435,0.00001891702,0.0004772084,0.00001404666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828434,"about_ca_system_score_gemma":0.000299406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006942405,"about_ca_topic_score_gemma":9.040917e-7,"domain_scores_codex":[0.9971134,0.0001901642,0.001150629,0.0002838934,0.0008088149,0.0004530808],"domain_scores_gemma":[0.9983324,0.0001602546,0.0006646878,0.0002712962,0.0003948229,0.0001765117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007014164,0.0003955135,0.7792482,0.00005359549,0.000002927424,0.0008411842,0.0002734077,0.0001139153,0.00228046,0.0000299545,0.001162025,0.2148974],"study_design_scores_gemma":[0.003225354,0.002559138,0.9828072,0.0008648801,0.00008210207,0.0008640264,0.000173563,0.007848247,0.00009231222,0.00006094137,0.00123245,0.0001897749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146982,0.08306562,0.0001154427,0.0006938286,0.0001463847,0.0003229511,0.000003252311,0.00001303122,0.0009412472],"genre_scores_gemma":[0.9970443,0.001444299,0.0004593163,0.0002493202,0.0004243509,0.000003201417,0.000002811534,0.00002807675,0.0003442904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2147077,"threshold_uncertainty_score":0.9338753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251578271173321,"score_gpt":0.3039561508286961,"score_spread":0.2914403681169629,"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."}}