{"id":"W1691907727","doi":"10.2147/oaem.s82393","title":"Pediatric fractures &amp;ndash; an educational needs assessment of Canadian pediatric emergency medicine residents","year":2015,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pediatric emergency medicine; Medicine; Family medicine; Emergency medicine; Medical emergency; Emergency department; Nursing; Emergency physician","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00121991,0.0002299513,0.0002133942,0.001530293,0.001957499,0.0005749757,0.0005602514,0.0004378527,0.001928927],"category_scores_gemma":[0.004822696,0.0002547612,0.0003473793,0.001719145,0.0004768224,0.0004340194,0.0008024398,0.000556275,0.000201364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209316,"about_ca_system_score_gemma":0.01879357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7733063,"about_ca_topic_score_gemma":0.8454597,"domain_scores_codex":[0.9989358,0.00007394235,0.00006223519,0.0000436839,0.0004774885,0.0004068412],"domain_scores_gemma":[0.9970564,0.0001804286,0.0005955924,0.0000217865,0.001305836,0.0008401081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008775603,0.0003422667,0.9607282,0.000206513,0.00001893778,0.0006620971,0.01046404,0.0001745632,0.0003270997,0.0001067992,0.003233038,0.02364863],"study_design_scores_gemma":[0.000007973878,0.0001531355,0.9859794,0.00005969736,0.000006951531,0.0003107435,0.01115953,0.0002931583,0.0001138658,0.00001548533,0.001888148,0.0000118969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965934,0.0001541721,0.0000492725,0.0006325106,0.000007979846,0.0001128455,0.0004198312,0.000005551907,0.002024361],"genre_scores_gemma":[0.9978806,0.0003185039,0.0005342626,0.0001746623,0.00001027881,0.0001143277,0.0003383521,0.000002016106,0.0006269708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2266937,"threshold_uncertainty_score":0.4560575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217276883317836,"score_gpt":0.492023881650898,"score_spread":0.3702961933191145,"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."}}