{"id":"W6908863586","doi":"10.3389/fped.2022.894005.s001","title":"Data_Sheet_1_Practice Summary of Antimicrobial Therapy for Commonly Encountered Conditions in the Neonatal Intensive Care Unit: A Canadian Perspective.docx","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Antimicrobial drug; Adverse effect; Intensive care; Antibiotics; Clinical Practice; Drug","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00217329,0.001253781,0.002090592,0.007412042,0.001573277,0.003220383,0.002987951,0.001590476,0.3562132],"category_scores_gemma":[0.03694749,0.001047972,0.00262018,0.02221587,0.0006323785,0.002348782,0.002198482,0.002319426,0.06786227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0134571,"about_ca_system_score_gemma":0.03960432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7189524,"about_ca_topic_score_gemma":0.7751775,"domain_scores_codex":[0.9970855,0.0003074976,0.000799901,0.0004570171,0.0008837424,0.0004663106],"domain_scores_gemma":[0.9666958,0.007743387,0.003712941,0.001607743,0.01842435,0.001815838],"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":[0.00004743344,0.000008405735,0.0009175062,0.004229441,0.00004680252,0.00001382414,0.00002909692,0.0001092598,0.00001302939,0.0005170059,0.9890583,0.005009806],"study_design_scores_gemma":[0.0007494048,0.00002229672,0.03211709,0.01501812,0.0001968808,0.00008777151,0.0002432955,0.0003072486,0.0001062494,0.001584055,0.9494765,0.00009096137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003122508,0.0001365464,0.00002546241,0.0002080542,0.00002131509,0.0000581127,0.9977908,0.00003800164,0.001690526],"genre_scores_gemma":[0.001584657,0.001446606,0.0009457099,0.0008427132,0.00006460107,0.00111093,0.9893703,0.0001347026,0.004499814],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3562132,"threshold_uncertainty_score":0.9182837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07543999153135611,"score_gpt":0.2916571256242781,"score_spread":0.216217134092922,"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."}}