{"id":"W2948353542","doi":"10.1177/1558944719850635","title":"Pediatric Hand Injuries Requiring Closed Reduction at a Tertiary Pediatric Care Center","year":2019,"lang":"en","type":"article","venue":"Hand","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Reduction (mathematics); Retrospective cohort study; Trauma center; Pediatric trauma; Phalanx; Surgery; Joint dislocation; Metacarpophalangeal joint; Emergency department; Poison control; Injury prevention; Thumb; Emergency 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":[0.000154504,0.0001400428,0.0002227789,0.0002302197,0.0001727794,0.00003317466,0.0000327588,0.000121466,0.0002761837],"category_scores_gemma":[0.00007423782,0.0001149495,0.0001159673,0.0002329278,0.00006556787,0.0001752343,0.00004450284,0.0001411738,0.0002503229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009392833,"about_ca_system_score_gemma":0.00008066458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007510918,"about_ca_topic_score_gemma":0.000002547573,"domain_scores_codex":[0.9988943,0.00005220088,0.000270248,0.0003044583,0.0002504028,0.000228401],"domain_scores_gemma":[0.9993708,0.00007435196,0.00009044287,0.0002471627,0.0001100971,0.0001071824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002670944,0.00007186734,0.9719264,0.0006540975,0.00001416176,0.00001160434,0.003515294,0.000003604506,0.01951878,0.000002618301,0.0009846084,0.003029906],"study_design_scores_gemma":[0.004138032,0.0006861051,0.9541343,0.0001277916,0.0003965502,0.0001402922,0.001536541,0.00001795555,0.02541499,0.00003041465,0.0129851,0.0003919298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944854,0.002201132,0.000008297201,0.0002033993,0.001368103,0.0004342023,0.000008237417,0.00005331287,0.001237852],"genre_scores_gemma":[0.9948417,0.0002523256,0.00008381559,0.0000692527,0.001470312,0.00001667621,0.00007887791,0.00002408338,0.003162947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01779207,"threshold_uncertainty_score":0.4687506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007959539720748582,"score_gpt":0.2453963206708572,"score_spread":0.2374367809501086,"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."}}