{"id":"W4403904520","doi":"10.1016/j.paed.2024.10.005","title":"Comprehensive insights into neonatal seizure: etiologies, diagnostic tools, management and future directions","year":2024,"lang":"en","type":"article","venue":"Paediatrics and Child Health","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Etiology; Medicine; Intensive care medicine; Epilepsy; Neuroscience; Psychology; Pathology; Psychiatry","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":[0.003132425,0.00119185,0.001788836,0.003894349,0.0004449147,0.003115773,0.001178492,0.001724203,0.002394011],"category_scores_gemma":[0.006772907,0.000437916,0.0009047747,0.001676892,0.001269978,0.005465308,0.001471397,0.003117808,0.0008389126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918501,"about_ca_system_score_gemma":0.005634068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682482,"about_ca_topic_score_gemma":0.008673112,"domain_scores_codex":[0.9990588,0.0002314445,0.0002192,0.0001329823,0.0002492701,0.000108304],"domain_scores_gemma":[0.9939734,0.003133239,0.000832673,0.0002035874,0.00143473,0.000422378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002375148,0.0002583907,0.03280865,0.004231763,0.0002451462,0.002052548,0.0005030786,0.001357223,0.003233365,0.01135304,0.02261218,0.9211072],"study_design_scores_gemma":[0.0001922692,0.00110891,0.158009,0.05096359,0.001342431,0.05919665,0.007900123,0.009260842,0.004060779,0.147358,0.5600654,0.0005419647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007111953,0.9426337,0.007624269,0.0364483,0.000667495,0.00003548562,0.0003310816,0.0001110946,0.00503654],"genre_scores_gemma":[0.04227497,0.9313082,0.01623895,0.004913481,0.003571809,0.00005133425,0.000535978,0.00003195637,0.001073316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003894349,"threshold_uncertainty_score":0.0165661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212611474428813,"score_gpt":0.2602216779709743,"score_spread":0.2480955632266862,"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."}}