{"id":"W2326846017","doi":"10.1097/01.pcc.0000448873.47222.be","title":"ABSTRACT 147","year":2014,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Audit; Nursing; Focus group; Best practice; Patient safety; Health care; Medical education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002372854,0.0001888602,0.0004468791,0.0001574843,0.00009264492,0.000008911049,0.00009759887,0.0001180459,0.002590358],"category_scores_gemma":[0.005575856,0.0001241568,0.0001104954,0.0002840633,0.0001589218,0.00004666042,0.00004236503,0.0003261034,0.0002771351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004660795,"about_ca_system_score_gemma":0.00007125164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004109458,"about_ca_topic_score_gemma":0.000002081136,"domain_scores_codex":[0.9984047,0.00002268881,0.0003642566,0.0003103105,0.0005156473,0.000382402],"domain_scores_gemma":[0.997976,0.0006340435,0.00002800877,0.0003517772,0.0002746747,0.0007355144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002076423,0.0005096492,0.7760633,0.004892658,0.00003605509,0.0006778598,0.002148261,0.00000111204,0.0007003795,0.02569568,0.06999083,0.1190766],"study_design_scores_gemma":[0.003801598,0.002511709,0.8695188,0.0001917338,0.0009099127,0.0001341312,0.002278213,0.00006375658,0.0001541027,0.001520005,0.1184336,0.0004825445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.745832,0.008214937,0.001217271,0.05269323,0.002063919,0.0004407369,0.00001338989,0.0004216818,0.1891028],"genre_scores_gemma":[0.9921275,0.0001016762,0.0006099351,0.002300668,0.004368756,0.000009241414,0.00002859651,0.00002699954,0.0004265786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2462955,"threshold_uncertainty_score":0.9983214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686007521031158,"score_gpt":0.3350502675316686,"score_spread":0.318190192321357,"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."}}