{"id":"W4282939609","doi":"10.1016/j.pediatrneurol.2022.05.012","title":"Pediatric Neurology Trainee Award","year":2022,"lang":"en","type":"editorial","venue":"Pediatric Neurology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Excellence; Pediatric Neurology; Medicine; Neurology; Status epilepticus; Clinical neurology; Medical education; Subspecialty; Medical emergency; Family medicine; Pediatrics; Psychology; Psychiatry; Epilepsy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001717258,0.001296388,0.002825356,0.001767176,0.0003510652,0.0000464268,0.001354435,0.002894984,0.00273218],"category_scores_gemma":[0.005599109,0.001451026,0.0009514127,0.001633243,0.00020946,0.0001099016,0.001019811,0.009749463,0.0005156334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299141,"about_ca_system_score_gemma":0.003143567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005250843,"about_ca_topic_score_gemma":0.0001088053,"domain_scores_codex":[0.9889852,0.001662147,0.002027262,0.002756842,0.002722115,0.00184646],"domain_scores_gemma":[0.9890956,0.006418087,0.001307124,0.002022052,0.0003707397,0.0007864319],"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":[0.001569789,0.0004899208,0.01799493,0.000977976,0.0001108363,0.002009633,0.0002762507,0.00002256538,0.000001251207,0.00002047932,0.9763386,0.0001877266],"study_design_scores_gemma":[0.004191264,0.005776063,0.008507734,0.00000229377,0.002097792,0.0003941859,0.00001033393,0.00001428994,5.206588e-7,0.0001806866,0.9779288,0.0008960569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.05432155,0.004726751,0.0000203011,0.01716589,0.919298,0.001325016,0.0007949818,0.0007877906,0.001559702],"genre_scores_gemma":[0.002674405,0.008602021,0.00005401661,0.01339859,0.9717177,0.0003730855,0.001522757,0.0004764969,0.001180909],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0524197,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532188440785945,"score_gpt":0.2902292770589475,"score_spread":0.274907392651088,"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."}}