{"id":"W4390665485","doi":"10.3389/fped.2023.1340607","title":"The neonatal adverse event severity scale: current status, a stakeholders' assessment, and future perspectives","year":2024,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"KU Leuven","keywords":"Medicine; Adverse effect; Psychological intervention; Clinical trial; Toolbox; Medical prescription; Endpoint Determination; Scale (ratio); Seriousness; Intensive care medicine; Psychiatry; Pharmacology; Internal medicine","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":[0.07203651,0.0005614525,0.0009691286,0.002908169,0.0006056912,0.004062257,0.001420085,0.001091232,0.001941698],"category_scores_gemma":[0.08518666,0.0001416609,0.0007350207,0.003104035,0.002202513,0.0051377,0.00254937,0.002730707,0.0003616537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281377,"about_ca_system_score_gemma":0.006820362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004391642,"about_ca_topic_score_gemma":0.005641778,"domain_scores_codex":[0.9683087,0.01811242,0.005085779,0.001036995,0.00670221,0.0007539285],"domain_scores_gemma":[0.873891,0.06204037,0.01427319,0.002539826,0.04193493,0.005320674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000323582,0.0002239419,0.1374202,0.002745593,0.0001343003,0.0002260472,0.003564778,0.00063428,0.0003641108,0.01363118,0.01838702,0.822345],"study_design_scores_gemma":[0.00019621,0.002244591,0.4712303,0.03615387,0.0006134497,0.003297918,0.04865933,0.01160018,0.002564374,0.06167397,0.3611991,0.0005667147],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1955171,0.233518,0.04360364,0.4715883,0.004273315,0.000810513,0.002207403,0.0002798054,0.04820192],"genre_scores_gemma":[0.8477756,0.08694161,0.046019,0.0126595,0.002456794,0.0008361906,0.001921629,0.0000557433,0.001333912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07203651,"threshold_uncertainty_score":0.3809701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129951390212903,"score_gpt":0.3629317488563286,"score_spread":0.3316322349541996,"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."}}