{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005260278,0.0001742006,0.000263652,0.00003179633,0.0002432576,0.00004449165,0.0001635728,0.0002537124,0.0006366834],"category_scores_gemma":[0.00002599808,0.0001524976,0.00008938515,0.00006428693,0.0004034094,0.000131219,0.00008824946,0.0002388145,0.0006502719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003895799,"about_ca_system_score_gemma":0.00004913447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139162,"about_ca_topic_score_gemma":0.0003026555,"domain_scores_codex":[0.9990513,0.00006436773,0.000156174,0.0003451943,0.00003515337,0.000347752],"domain_scores_gemma":[0.9995281,0.00004925125,0.00003370317,0.0002760307,0.00008725735,0.00002565398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001454943,0.0004890318,0.1915188,0.0007405044,0.0003094526,0.00002055754,0.007126954,0.000002960879,0.7784291,0.006071663,0.01027167,0.004873793],"study_design_scores_gemma":[0.00311448,0.0008795679,0.9008465,0.0007572417,0.0003500389,0.000136484,0.0151676,0.000006914383,0.04754454,0.0001763995,0.02979746,0.001222748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880912,0.005266303,0.0001298014,0.0003701914,0.001058675,0.0001610114,0.000101331,0.00008182412,0.004739648],"genre_scores_gemma":[0.9956586,0.0002263247,0.00009982139,0.0002540428,0.00009436829,0.000002594802,0.00008451262,0.00001983974,0.003559844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7308846,"threshold_uncertainty_score":0.8358147,"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."}}