{"id":"W4321749317","doi":"10.1007/s00247-023-05592-y","title":"Behavioral-play familiarization for non-sedated magnetic resonance imaging in young children with mild traumatic brain injury","year":2023,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal; Hotchkiss Brain Institute; McGill University; University of Calgary; Université de Montréal; Alberta Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé; Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Centre hospitalier universitaire Sainte-Justine; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Sedation; Magnetic resonance imaging; Traumatic brain injury; Neuroradiology; Medicine; Neuroimaging; Anxiety; Young adult; Neurology; Anesthesia; Radiology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008578271,0.0002607114,0.0005389372,0.0009682085,0.0001010701,0.00002213818,0.000243587,0.0001799898,0.00006303057],"category_scores_gemma":[0.0003448333,0.0002305576,0.00007311301,0.00181455,0.0001510971,0.0001161435,0.00004658234,0.0003831388,0.00007430849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140358,"about_ca_system_score_gemma":0.0002261928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002406058,"about_ca_topic_score_gemma":0.0001157858,"domain_scores_codex":[0.9975553,0.0001600273,0.0005904951,0.0005862709,0.0003148305,0.0007930899],"domain_scores_gemma":[0.9987058,0.0004642312,0.0001156666,0.0004583218,0.0001044674,0.0001515276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004016556,0.0001348818,0.9684359,0.0001078193,0.00001018821,0.0000342433,0.0008433086,0.00001939304,0.0006596328,0.0000268926,0.01328352,0.01604254],"study_design_scores_gemma":[0.004260633,0.001017848,0.9883976,0.00003988131,0.0001087091,0.0001958649,0.0001435681,0.005376013,0.00005044439,0.00009509394,0.00007574503,0.0002385916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946368,0.0005544733,0.0005273592,0.001322231,0.0001873873,0.002319694,0.00009141531,0.0001945971,0.0001660345],"genre_scores_gemma":[0.9955537,0.0002307389,0.001801718,0.0002028089,0.0003795728,0.0005752214,0.0005680899,0.00008216548,0.0006059449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996169,"threshold_uncertainty_score":0.9401865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867748442093734,"score_gpt":0.3394290256993771,"score_spread":0.3007515412784397,"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."}}