{"id":"W4220732500","doi":"10.1177/22925503221085076","title":"Pediatric Hand Fracture Outcomes: How Often Do We Need to Operate?","year":2022,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Bone fractures and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary; Alberta Health Services; University of British Columbia","funders":"Cumming School of Medicine, University of Calgary; BC Children's Hospital","keywords":"Medicine; Emergency department; Epidemiology; Reduction (mathematics); Surgery; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006208458,0.0003107266,0.0005313866,0.0007510508,0.001592507,0.001569219,0.001034906,0.00123335,0.003923405],"category_scores_gemma":[0.008515771,0.0002181122,0.0002885278,0.001100143,0.0009494888,0.00189561,0.0008485254,0.001886178,0.0005966497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002546701,"about_ca_system_score_gemma":0.005261454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05584091,"about_ca_topic_score_gemma":0.108466,"domain_scores_codex":[0.9985467,0.0001535616,0.0001331438,0.0001599918,0.0005952426,0.0004112754],"domain_scores_gemma":[0.9957211,0.0005041092,0.001383195,0.00005087197,0.000920745,0.001419971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005669587,0.00008257692,0.8841125,0.0002202685,0.0000433895,0.002127485,0.0007915762,0.0002019912,0.0001487624,0.0003068488,0.01755966,0.09434825],"study_design_scores_gemma":[0.00001394831,0.0001307563,0.9548503,0.002015682,0.00006573888,0.01008959,0.01733902,0.0003300404,0.0001930326,0.001297643,0.01362104,0.00005325906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7604836,0.07133588,0.001188757,0.1394466,0.001875925,0.0001047535,0.001690939,0.0001428562,0.02373074],"genre_scores_gemma":[0.9629073,0.02867707,0.001096217,0.004185884,0.001149516,0.00003768947,0.0009480062,0.00003910923,0.0009592112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05584091,"threshold_uncertainty_score":0.1110318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911092881802622,"score_gpt":0.2503626897323976,"score_spread":0.2312517609143713,"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."}}