{"id":"W2792427721","doi":"10.1016/j.jpedsurg.2018.03.002","title":"An appeal from fellows","year":2018,"lang":"en","type":"letter","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Pediatric surgery; Pediatric Surgeon; Plea; Scopus; Workforce; Paediatric surgery; Appeal; Medical education; Curriculum; Mentorship; MEDLINE; Surgery; Law; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003674682,0.001420707,0.00195675,0.000939832,0.01239494,0.008387498,0.002651276,0.1075241,0.02464173],"category_scores_gemma":[0.03424296,0.001208842,0.002114143,0.0005908594,0.004041212,0.004628907,0.004565971,0.08066794,0.01479826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007087027,"about_ca_system_score_gemma":0.01079606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116504,"about_ca_topic_score_gemma":0.02757285,"domain_scores_codex":[0.9940243,0.0007687584,0.0003866934,0.0009416623,0.001851364,0.002027159],"domain_scores_gemma":[0.9873474,0.00285007,0.0006621631,0.0003926123,0.002545123,0.006202616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002127796,0.00002701434,0.000386203,0.00002207335,0.00001134648,0.002344631,0.0001448279,0.00004345119,0.0001358993,0.00188886,0.9924447,0.002529829],"study_design_scores_gemma":[0.00005654664,0.00005907484,0.001386954,0.000270208,0.00002480969,0.002745559,0.001176866,0.0003043383,0.0001694765,0.004750941,0.9889799,0.00007531716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005637382,0.0008716576,0.00009657708,0.932883,0.05648045,0.00002610524,0.00003582289,0.00004862958,0.008994089],"genre_scores_gemma":[0.003893164,0.0004389535,0.0001217788,0.9267006,0.02514227,0.00004358095,0.00002452086,0.00004186194,0.04359328],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1075241,"threshold_uncertainty_score":0.08243477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293257685956821,"score_gpt":0.2925503300169992,"score_spread":0.2632245614213171,"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."}}