{"id":"W3132378450","doi":"10.1177/0194599820988740","title":"A Clinical Decision Analysis for Use of Antibiotic Prophylaxis for Nonabsorbable Nasal Packing","year":2021,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Antibiotics; Clostridium difficile; Nose; Intensive care medicine; Antibiotic prophylaxis; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.01142627,0.00213761,0.003354445,0.003028376,0.0007343038,0.003230199,0.001420361,0.00233619,0.01116133],"category_scores_gemma":[0.03291665,0.001273527,0.004075741,0.00141395,0.0009389641,0.001564541,0.001396642,0.002478046,0.0003667183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007025807,"about_ca_system_score_gemma":0.008630089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213732,"about_ca_topic_score_gemma":0.005928228,"domain_scores_codex":[0.9898969,0.007984421,0.0002338519,0.0006629533,0.0005811452,0.000640617],"domain_scores_gemma":[0.9584147,0.0379878,0.001623741,0.0002379065,0.0009426094,0.0007932524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002320173,0.0002731521,0.004798268,0.0003778574,0.0007228752,0.0002684317,0.00004419682,0.9742447,0.0002826645,0.006626457,0.001014337,0.009026961],"study_design_scores_gemma":[0.0005096904,0.000842297,0.001752776,0.0001633024,0.0006661396,0.0001804391,0.00006330354,0.9888936,0.0002068892,0.005960498,0.0007168262,0.00004414106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6772062,0.009050911,0.2580607,0.01133481,0.0005538402,0.006677683,0.007587437,0.0003382203,0.02919022],"genre_scores_gemma":[0.9710705,0.001223516,0.02284541,0.0004586344,0.00009427153,0.001218434,0.0009186043,0.0000222187,0.002148365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213732,"threshold_uncertainty_score":0.06042862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07050659935111886,"score_gpt":0.3598529120943219,"score_spread":0.289346312743203,"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."}}