{"id":"W4378217481","doi":"10.1177/108155890505300125","title":"Procedural Sedation for the Reduction of Paediatric Forearm Fractures: Evolution of Care","year":2005,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sedation; Reduction (mathematics); Forearm; Medicine; Anesthesia; Fracture reduction; Intravenous sedation; Intensive care medicine; Surgery","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":[0.0007288005,0.0001140839,0.0006621904,0.0002174096,0.00004589642,0.00000193293,0.0000752507,0.00007366647,0.00002797668],"category_scores_gemma":[0.002361433,0.00005770196,0.0003037332,0.0003109676,0.0005377268,0.0001181481,0.000006734004,0.0001996598,4.071052e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587557,"about_ca_system_score_gemma":0.0002928968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002182733,"about_ca_topic_score_gemma":0.000004406005,"domain_scores_codex":[0.9984993,0.00006767368,0.0007103826,0.00008354677,0.0005283452,0.000110738],"domain_scores_gemma":[0.9971589,0.0005801089,0.000847448,0.0001150243,0.001185469,0.0001130823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01217525,0.0009678609,0.2315043,0.007059946,0.003729345,0.00005478719,0.1153582,0.005296631,0.3774657,0.04390036,0.05617923,0.1463084],"study_design_scores_gemma":[0.01478813,0.009868957,0.6910536,0.002511429,0.004509652,0.001365349,0.05184384,0.0007462897,0.1721796,0.002971082,0.04785125,0.000310834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343876,0.01424377,0.002074305,0.04716575,0.0003880631,0.0008567611,0.000006679715,0.000009383893,0.000867738],"genre_scores_gemma":[0.9956185,0.0001879487,0.002021694,0.0002770867,0.001737158,0.000006467017,0.000008749179,0.00001040685,0.0001320136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4595493,"threshold_uncertainty_score":0.2827026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297470552892589,"score_gpt":0.302625311244488,"score_spread":0.2796506057155621,"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."}}