{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006097398,0.0002204394,0.0002651366,0.0002763808,0.0006156946,0.0004744686,0.001038135,0.00009308557,0.6403121],"category_scores_gemma":[0.0002377865,0.0001762858,0.0001131641,0.00009631796,0.00004196802,0.001264784,0.0001551057,0.0004603182,0.00008722859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009912255,"about_ca_system_score_gemma":0.0007699638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1669404,"about_ca_topic_score_gemma":0.6034345,"domain_scores_codex":[0.9989625,0.00009379887,0.0003271438,0.0001911928,0.0001892537,0.0002361644],"domain_scores_gemma":[0.9977378,0.0004310175,0.000346361,0.0004661264,0.0009704041,0.00004828786],"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":[0.0000451657,0.00001001975,5.498861e-7,0.0002620275,0.00005300413,0.00001209508,0.05437858,0.00000137123,5.203416e-8,0.0008387788,0.9443546,0.0000437396],"study_design_scores_gemma":[0.0003038559,0.0000694119,0.000009159895,0.0002300531,0.00001734645,0.000006298676,0.2680829,0.000002382747,0.000001792581,0.0000201528,0.7311003,0.0001563547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002271173,0.000567642,5.188719e-9,0.001185759,0.0002506223,0.000842658,0.9940234,0.00001111287,0.003096056],"genre_scores_gemma":[0.0007299428,0.00006105931,0.000001039798,0.01236708,0.0002839218,0.0003483816,0.9861304,0.00001691876,0.00006121591],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6402249,"threshold_uncertainty_score":0.838607,"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."}}