{"id":"W4386383142","doi":"","title":"Pediatric fractures &amp;ndash; an educational needs assessment of Canadian pediatric emergency medicine residents","year":2015,"lang":"en","type":"article","venue":"SHILAP Revista de lepidopterología","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pediatric emergency medicine; Medicine; Medical emergency; Family medicine; Medical education; Emergency department; Nursing; Emergency physician","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001154194,0.0003591581,0.0007102663,0.001636837,0.0001668286,0.00001200037,0.0003509099,0.0002216928,0.002278097],"category_scores_gemma":[0.001152708,0.0002997541,0.0001654038,0.001589814,0.0001197396,0.0001833024,0.00007234702,0.0004543362,0.00004494003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002638696,"about_ca_system_score_gemma":0.001400523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0207685,"about_ca_topic_score_gemma":0.006544078,"domain_scores_codex":[0.9970773,0.0002231512,0.0009761532,0.0004319706,0.0006542373,0.0006371301],"domain_scores_gemma":[0.997119,0.00009644078,0.0003827404,0.0006627822,0.0007317391,0.001007308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003500671,0.0001116185,0.7396406,0.0002219422,0.00007166149,0.000008832261,0.0009524645,0.0000085759,0.00005409994,0.001026997,0.2577668,0.0001013933],"study_design_scores_gemma":[0.000874161,0.0007124303,0.9215052,0.00003731669,0.0007819948,0.00002714172,0.0004163093,0.000009578072,0.000007363,0.0008460387,0.07449029,0.0002922348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367273,0.01403279,0.00007580777,0.01328539,0.001630162,0.0005006536,0.00005313034,0.00005682507,0.03363792],"genre_scores_gemma":[0.9839953,0.007326107,0.001126679,0.001116382,0.004567804,0.00004679994,0.0003244035,0.0000428943,0.001453604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1832765,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05062519600834794,"score_gpt":0.3703567038293482,"score_spread":0.3197315078210002,"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."}}