{"id":"W6920932559","doi":"10.6084/m9.figshare.26671038.v1","title":"Additional file 1 of Resource utilization and cost assessment of a proactive penicillin allergy de-labeling program for low-risk inpatients","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McGill University","funders":"","keywords":"Penicillin allergy; Resource (disambiguation); Risk assessment; Cost–benefit analysis; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001541423,0.0009544571,0.001311274,0.002704705,0.0006715843,0.001501106,0.001687298,0.001170011,0.8172799],"category_scores_gemma":[0.03748301,0.000693542,0.001701489,0.005044869,0.0001924154,0.001411315,0.0009503515,0.001080218,0.08920231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373555,"about_ca_system_score_gemma":0.003311006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03410631,"about_ca_topic_score_gemma":0.03715262,"domain_scores_codex":[0.9987351,0.0003169934,0.0002499931,0.0002295217,0.0002425474,0.0002258308],"domain_scores_gemma":[0.9666802,0.02389447,0.003363554,0.001009593,0.003957777,0.001094342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008843851,0.0004076132,0.01067981,0.00308695,0.0002022696,0.00006278887,0.00006139042,0.001810371,0.00003264559,0.0007678463,0.9683619,0.01364203],"study_design_scores_gemma":[0.03862722,0.001998561,0.2937485,0.01295331,0.001356566,0.001000385,0.001971894,0.01842268,0.0009862998,0.01508572,0.6133987,0.0004501619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0005713954,0.00001512891,0.0001261142,0.0001093308,0.00001456931,0.0001864153,0.9973091,0.00009129226,0.001576572],"genre_scores_gemma":[0.04105114,0.0002456974,0.005390404,0.001526283,0.0001600578,0.007422707,0.9288894,0.0007418156,0.01457249],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8172799,"threshold_uncertainty_score":0.2606279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655603947035391,"score_gpt":0.3523166119581897,"score_spread":0.2957605724878358,"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."}}