{"id":"W2899981889","doi":"10.7759/cureus.3548","title":"Pediatric Falls: Are Monkey Bars Bad News?","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Odds ratio; Logistic regression; Injury prevention; Poison control; Odds; Occupational safety and health; Pediatrics; Emergency medicine; Internal medicine; Psychiatry; Pathology","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":["insufficient_payload"],"category_scores_codex":[0.0002694726,0.00009455778,0.0001962805,0.00004531813,0.00008276897,0.000003675312,0.00007392667,0.0001714359,0.001227933],"category_scores_gemma":[0.0004140346,0.00007912048,0.00008229625,0.0001147873,0.00006042608,0.00006435649,0.00002798749,0.0001606525,0.00124871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002910249,"about_ca_system_score_gemma":0.00003604315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004400122,"about_ca_topic_score_gemma":0.00004241127,"domain_scores_codex":[0.9992452,0.00008464666,0.0001914929,0.0001921029,0.00007963541,0.0002069313],"domain_scores_gemma":[0.9993953,0.00006471519,0.00008749811,0.0002730077,0.00008429771,0.00009518518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001597139,0.0001197241,0.773173,0.00005363127,0.00006053082,0.00003229801,0.0002553185,6.794622e-7,0.0003054446,0.001158232,0.2201007,0.004580778],"study_design_scores_gemma":[0.0009069178,0.000742318,0.8870643,0.00004704896,0.0003031375,0.00006247465,0.0001501999,0.00008785064,0.0005811722,0.004270274,0.1055754,0.0002088586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639311,0.001999882,0.001030607,0.001487478,0.001281843,0.0002259422,0.000007495709,0.0001107048,0.02992497],"genre_scores_gemma":[0.9893633,0.0004532048,0.001268799,0.002135837,0.002734677,0.00001016499,0.00002440373,0.00001392466,0.00399575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1145252,"threshold_uncertainty_score":0.9996851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011884892022419,"score_gpt":0.3343380551201242,"score_spread":0.3042192061998999,"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."}}