{"id":"W2033932272","doi":"10.1542/peds.2014-2169","title":"Development of Hospital-Based Guidelines for Skeletal Survey in Young Children With Bruises","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Bruise; Expert opinion; Ecchymosis; Pediatrics; Physical therapy; Surgery; Intensive care medicine","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":[0.0004264521,0.0001226512,0.0002447283,0.0001590736,0.00002231272,0.000005429928,0.00006630354,0.00008858747,0.000003186708],"category_scores_gemma":[0.0004772447,0.00008733706,0.00004203307,0.0003540854,0.00002527874,0.00003115234,0.000014195,0.00009937424,0.000004244526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004381974,"about_ca_system_score_gemma":0.0006127984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001772449,"about_ca_topic_score_gemma":0.0006234747,"domain_scores_codex":[0.9989924,0.00001362508,0.0003772954,0.0001737884,0.000264087,0.0001787892],"domain_scores_gemma":[0.9990044,0.00005838187,0.0001072729,0.0001389302,0.0005814814,0.0001095272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255734,0.0002735375,0.9957516,0.00004475702,0.00003482589,0.000002720204,0.0003579722,0.0001055546,0.000003616513,0.000004049193,0.001994087,0.001301665],"study_design_scores_gemma":[0.004735526,0.000385803,0.9936721,0.00004609933,0.0001042912,0.000005118408,0.00005350609,0.00009758169,0.0003487933,0.000006883082,0.0003895064,0.0001547989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973417,0.0007638662,0.0008047695,0.0002476364,0.0001553293,0.0005156173,0.00002305795,0.00002750202,0.0001205425],"genre_scores_gemma":[0.9727717,0.00006568845,0.02647228,0.00006709456,0.0002410812,0.00001522308,0.000289278,0.00002384664,0.00005382267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02566751,"threshold_uncertainty_score":0.3561502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06302168020627064,"score_gpt":0.3091420134119097,"score_spread":0.2461203332056391,"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."}}