{"id":"W2994844390","doi":"10.7759/cureus.6419","title":"Attitudes and Perceptions amongst Critical Care Physicians towards Handshake Antimicrobial Stewardship Rounds","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Handshake; Antimicrobial stewardship; Stewardship (theology); Medicine; Nursing; Audit; Business; Antibiotic resistance; Political science","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":[0.004032934,0.000156668,0.0001945252,0.0005634052,0.001052536,0.001413228,0.000281743,0.0007781057,0.00243765],"category_scores_gemma":[0.02578957,0.0002369719,0.0002006398,0.0003795405,0.001052553,0.0007758958,0.000673583,0.00091156,0.0002501725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012908,"about_ca_system_score_gemma":0.001211091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007111291,"about_ca_topic_score_gemma":0.007383883,"domain_scores_codex":[0.9967446,0.001435656,0.0002309914,0.0001985866,0.0009027334,0.0004874523],"domain_scores_gemma":[0.9710413,0.01147971,0.009050693,0.0005163612,0.002950377,0.004961594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002897809,0.0003168535,0.9136746,0.00019104,0.00005072964,0.0007086026,0.05630102,0.0001656571,0.003308685,0.00013354,0.001778154,0.02308127],"study_design_scores_gemma":[0.00003207354,0.00104967,0.9052148,0.0001966857,0.00002387229,0.0007866873,0.08849891,0.0004299993,0.000492514,0.0001168588,0.00312174,0.00003608368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977006,0.0001549968,0.00009406905,0.00102283,0.00001264375,0.00001721167,0.00001693445,0.000004086306,0.0009767236],"genre_scores_gemma":[0.9988691,0.0001552836,0.0001578861,0.0005972816,0.0000192186,0.00001185247,0.000009741592,0.000001279649,0.0001783879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007111291,"threshold_uncertainty_score":0.02132845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104039953892022,"score_gpt":0.2703776862591539,"score_spread":0.2599736908699517,"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."}}