{"id":"W4415705724","doi":"10.1148/rg.250078","title":"Pediatric Playground Trauma","year":2025,"lang":"en","type":"article","venue":"Radiographics","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Presentation (obstetrics); Pediatric trauma; Human factors and ergonomics; Poison control; Occupational safety and health; Injury prevention","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":[0.0004600611,0.0000815454,0.0001915325,0.0004349444,0.00009244619,0.000004633383,0.00005265747,0.0001757347,0.00005946904],"category_scores_gemma":[0.00009799917,0.00007309273,0.0001826519,0.0008137032,0.00005438979,0.00003595213,0.000009570596,0.0002487569,0.00001544601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001405634,"about_ca_system_score_gemma":0.00004029094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009049561,"about_ca_topic_score_gemma":0.000004364917,"domain_scores_codex":[0.9993415,0.00007668585,0.0001959117,0.0001567506,0.00006693879,0.000162163],"domain_scores_gemma":[0.9995286,0.0001533748,0.0000380038,0.000195838,0.00003653645,0.00004761428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001299654,0.0001079039,0.9165601,0.0001399321,0.0001264224,0.00001763471,0.00003568455,0.000001862174,0.00005748248,0.04400692,0.03145269,0.007363357],"study_design_scores_gemma":[0.0008315016,0.0001503129,0.9460379,0.00003254997,0.0004249063,0.00003504968,0.000016484,0.00009496269,0.0001014753,0.01342239,0.03875937,0.00009312325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564067,0.00362962,0.00397524,0.001665271,0.0007161682,0.0002417134,0.000004113966,0.0001145596,0.03324658],"genre_scores_gemma":[0.9942245,0.001051631,0.001046803,0.001452649,0.0002338354,0.00001225581,0.00003007882,0.000006266447,0.001942007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03781774,"threshold_uncertainty_score":0.2980635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649168513243657,"score_gpt":0.3217671321565828,"score_spread":0.3052754470241462,"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."}}