{"id":"W4224324566","doi":"10.3390/children9040453","title":"The Current States, Challenges, Ongoing Efforts, and Future Perspectives of Pharmaceutical Excipients in Pediatric Patients in Each Country and Region","year":2022,"lang":"en","type":"review","venue":"Children","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Health Canada","funders":"National Center for Child Health and Development","keywords":"Current (fluid); Political science; Business; Medicine; Engineering ethics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004758958,0.0002810677,0.000855057,0.000147042,0.0001261512,0.00001668928,0.0001159812,0.00009182056,0.00001208332],"category_scores_gemma":[0.0001185702,0.0001813968,0.00007809574,0.0002961179,0.0001093379,0.00006904996,0.0002786784,0.001248309,5.674719e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543365,"about_ca_system_score_gemma":0.00007742181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002584696,"about_ca_topic_score_gemma":0.00002397234,"domain_scores_codex":[0.9982196,0.0002580035,0.0004714754,0.000426911,0.0003209847,0.000302996],"domain_scores_gemma":[0.9989164,0.0005180675,0.0002604289,0.0001628079,0.00002547548,0.0001167464],"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":[0.0000757821,0.0003131457,0.03867467,0.004657454,0.00008674558,0.000008483205,0.0007635348,3.096886e-8,6.297342e-10,0.00007452265,0.0001563203,0.9551893],"study_design_scores_gemma":[0.001166467,0.0001045231,0.1091646,0.0009148479,0.0005939812,0.00002148762,0.0002541726,0.000003322044,7.875177e-9,0.00001282506,0.8876118,0.0001519125],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009861716,0.9881631,5.365035e-8,0.0003037594,0.0002282744,0.001113742,0.00003693077,0.000008448506,0.0002840419],"genre_scores_gemma":[0.001516823,0.997889,0.000002535055,0.00001924473,0.000380452,0.00006320736,0.00009870999,0.00002470832,0.000005319853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9550374,"threshold_uncertainty_score":0.7397145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06727643561762486,"score_gpt":0.3883171734266825,"score_spread":0.3210407378090576,"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."}}