{"id":"W3088999323","doi":"10.1177/2327857920091015","title":"Comparing auditory and tactile cues to inform clinicians of patients’ vital signs","year":2020,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Vital signs; Audiology; Psychology; Medicine; Communication; Physical medicine and rehabilitation; Anesthesia","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":[0.002184777,0.0004271574,0.0005181254,0.0006795048,0.0001634391,0.001468306,0.0003115343,0.001153136,0.00397091],"category_scores_gemma":[0.02619434,0.0001936473,0.0002390809,0.0002582109,0.000253181,0.0009760244,0.0006382595,0.0005309334,0.0005009858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620182,"about_ca_system_score_gemma":0.0004197927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004753789,"about_ca_topic_score_gemma":0.001219242,"domain_scores_codex":[0.9987949,0.0005947765,0.0001311169,0.0001255245,0.0002550249,0.00009862785],"domain_scores_gemma":[0.9851827,0.0128192,0.0005974793,0.0001757906,0.0008326584,0.0003922339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1065394,0.004602816,0.1177121,0.003001784,0.000761628,0.0008295154,0.003150151,0.00405101,0.2084514,0.0008069174,0.006888989,0.5432042],"study_design_scores_gemma":[0.01063994,0.05643328,0.6769685,0.001578477,0.003770702,0.003845114,0.01037544,0.1078721,0.1117922,0.003660761,0.01238818,0.0006754635],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835768,0.002369603,0.007996704,0.000615707,0.0005919587,0.0002299983,0.0002638511,0.0001505328,0.00420474],"genre_scores_gemma":[0.9895167,0.0005895971,0.008097863,0.000593456,0.0001776006,0.00009926147,0.0001264277,0.00002725167,0.0007718237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00397091,"threshold_uncertainty_score":0.01328403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06063890805404745,"score_gpt":0.3324131240699439,"score_spread":0.2717742160158965,"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."}}