{"id":"W4224213642","doi":"10.1097/pec.0000000000002707","title":"Time of Observation in Xenobiotic Ingestions in Children","year":2022,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Asymptomatic; Prospective cohort study; Presentation (obstetrics); Xenobiotic; Toxicity","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":[0.00007529283,0.00007597134,0.0001554773,0.0002743693,0.00003984775,6.29482e-7,0.0000589101,0.00003020514,0.0004606821],"category_scores_gemma":[0.00006960453,0.00008020257,0.00004727179,0.0008888114,0.000005613288,0.00003172682,0.00004273757,0.0001437334,0.00001464057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912944,"about_ca_system_score_gemma":0.00008952037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000516939,"about_ca_topic_score_gemma":0.00003489423,"domain_scores_codex":[0.9992203,0.00004370629,0.0002639815,0.0001504649,0.000183419,0.0001381474],"domain_scores_gemma":[0.9997151,0.00001297978,0.00006557392,0.0001402986,0.00003361735,0.0000324035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001649132,0.0001668848,0.9968669,0.00003387034,0.000008171642,0.000005948534,0.001576446,0.0005809609,0.00003885873,0.000007214493,0.0004074688,0.0002908298],"study_design_scores_gemma":[0.0008121065,0.0001425227,0.9983788,0.00000650139,0.00007009009,0.000004264717,0.0003470919,0.0001081233,0.00002116168,0.00001828356,0.00002639971,0.00006463438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958321,0.003195479,7.735364e-7,0.00008048691,0.000126651,0.000251084,0.00004086968,0.00002077824,0.0004518108],"genre_scores_gemma":[0.9988757,0.0003680673,0.00007611571,0.00001535861,0.00006634177,0.00003435949,0.0002468452,0.0000110376,0.0003061321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003043675,"threshold_uncertainty_score":0.5044147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083837975127189,"score_gpt":0.2550069788759315,"score_spread":0.2441685991246596,"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."}}