{"id":"W2177792816","doi":"10.1007/978-3-642-20195-0_8","title":"Safety Assessment in Pediatric Studies","year":2011,"lang":"en","type":"article","venue":"Handbook of experimental pharmacology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"Medicine; Intensive care medicine; Drug; Pharmacovigilance; Adverse effect; Adverse drug reaction; Drug reaction; Pharmacology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000225365,0.0001397801,0.0004089058,0.00009640226,0.00005146791,0.000001369368,0.00007549606,0.00004880293,0.002001159],"category_scores_gemma":[0.00001649185,0.0001151077,0.00007120543,0.0001280427,0.0001637087,0.00009022369,0.0001426035,0.0002228148,0.00002376924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238315,"about_ca_system_score_gemma":0.00005609755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002853211,"about_ca_topic_score_gemma":0.000002507562,"domain_scores_codex":[0.9989292,0.00009159052,0.0003715235,0.0002107163,0.0001411761,0.0002557638],"domain_scores_gemma":[0.9995071,0.0001496208,0.0001147153,0.0000790732,0.00004784363,0.0001016187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00635711,0.005515378,0.1244167,0.0003495317,0.001037704,0.0005073921,0.009098608,0.000001930331,0.8389258,0.0008090109,0.01010449,0.002876414],"study_design_scores_gemma":[0.007331782,0.001342563,0.02589548,0.00005299822,0.0003660397,0.00003494389,0.002391766,0.00004785792,0.9552328,0.0000824305,0.00703536,0.0001859663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8348107,0.1024755,0.00002663869,0.0004666805,0.0009746227,0.0007074493,0.00000495937,0.00003797435,0.0604955],"genre_scores_gemma":[0.9799042,0.01710411,0.001647883,0.000993862,0.0001580666,0.00006952493,0.000001950838,0.00001129933,0.0001091018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450935,"threshold_uncertainty_score":0.9989111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547721917025036,"score_gpt":0.4785683589233724,"score_spread":0.3237961672208687,"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."}}