{"id":"W2560445617","doi":"10.1097/pec.0000000000000990","title":"The “Facemask Blinder”","year":2016,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Sedation; Midazolam; Forehead; Distraction; Anesthesia; Anxiety; Premedication; Surgery","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":[0.0003429252,0.000199623,0.0001929941,0.0001728252,0.0002639321,0.0000107128,0.0003033362,0.0001052881,0.0004622437],"category_scores_gemma":[0.0004841634,0.0001061256,0.0001913669,0.000596474,0.00004028264,0.00009525401,0.0001423578,0.000136844,0.0003530206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235737,"about_ca_system_score_gemma":0.0001022674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001452502,"about_ca_topic_score_gemma":0.00001355397,"domain_scores_codex":[0.9981827,0.00006478152,0.0004173795,0.0003566274,0.0005091195,0.0004694503],"domain_scores_gemma":[0.9986119,0.0001352683,0.0001318808,0.0007083327,0.0002533388,0.0001593388],"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":[0.00003656206,0.00003369321,0.7179399,0.0001114109,0.00003359372,0.00002170437,0.0001438617,1.267024e-7,0.0001459796,0.0004547818,0.2626824,0.01839602],"study_design_scores_gemma":[0.002408467,0.0005666563,0.483668,0.00002780044,0.001194426,0.00001842274,0.001043521,0.00001335125,0.0004102332,0.003731127,0.5060291,0.00088886],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6916748,0.08260994,0.01719551,0.01948569,0.005297281,0.004126714,0.00007700179,0.003322916,0.1762102],"genre_scores_gemma":[0.9427292,0.04664921,0.0004827681,0.0001289583,0.002208876,0.0001357395,0.000008412037,0.00004185975,0.007614991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2510544,"threshold_uncertainty_score":0.5061244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132089106876797,"score_gpt":0.283573112250781,"score_spread":0.2703642015631013,"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."}}