{"id":"W2342864917","doi":"10.1136/archdischild-2015-310410","title":"A bundle improves eye care in PICU","year":2016,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Medicine; Bundle; Pediatrics; Optometry; Medical emergency","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003411191,0.0001232668,0.0002167689,0.0001583917,0.00001819053,0.000003937993,0.00008507444,0.0000221165,0.000008702951],"category_scores_gemma":[0.0001750806,0.00008048848,0.00008560179,0.00008584132,0.0001098669,0.00004131959,0.00003431036,0.0001067824,0.000007827217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001532917,"about_ca_system_score_gemma":0.0001158522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002057133,"about_ca_topic_score_gemma":0.000006769356,"domain_scores_codex":[0.9991522,0.00007210772,0.0001921853,0.0002435733,0.0001257087,0.0002141928],"domain_scores_gemma":[0.9993936,0.0001724206,0.00003372807,0.0002423566,0.0000138148,0.0001440983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000697096,0.001580088,0.8793599,0.0002951558,0.00001932754,0.000170684,0.005088825,0.000006789611,0.05368614,0.0003836198,0.000007376342,0.05870501],"study_design_scores_gemma":[0.002629301,0.0006668979,0.9793186,0.001506756,0.00001716014,0.000002440766,0.0001552989,0.000008511458,0.01500251,0.0005263851,0.00006555534,0.0001005806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967134,0.0004362935,0.000004848844,0.0007994128,0.00006542055,0.0003053767,0.00001470019,0.00002077638,0.001639763],"genre_scores_gemma":[0.999423,0.00007352792,0.0001528224,0.0000730393,0.00009967587,0.00002986735,0.000005163015,0.0000172697,0.0001255993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09995872,"threshold_uncertainty_score":0.3282225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004304616175987908,"score_gpt":0.2499592227314076,"score_spread":0.2456546065554197,"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."}}