{"id":"W2133202717","doi":"10.1177/146045820000600311","title":"Medical Alarms: A Clinician's Viewpoint","year":2000,"lang":"en","type":"article","venue":"Health Informatics Journal","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Computer science; Medicine; Medical emergency; Psychology","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":[0.01311711,0.00100991,0.001621642,0.003064129,0.004476205,0.01120642,0.004209315,0.04478573,0.0150142],"category_scores_gemma":[0.0544842,0.0007779492,0.001147074,0.001149609,0.01386828,0.01263728,0.00453035,0.03160292,0.006352692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005470556,"about_ca_system_score_gemma":0.007037683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003062467,"about_ca_topic_score_gemma":0.00567128,"domain_scores_codex":[0.9895447,0.004904694,0.0009986572,0.001270016,0.002729414,0.0005524433],"domain_scores_gemma":[0.9317725,0.03885939,0.002520599,0.001478984,0.01814603,0.007222412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002828293,0.0003386672,0.004396823,0.001463064,0.0001716524,0.009168001,0.00400998,0.001002939,0.001032524,0.2934926,0.5896109,0.09503002],"study_design_scores_gemma":[0.0002601427,0.0003692078,0.001738599,0.004788308,0.0002295841,0.01120556,0.008691837,0.001304414,0.0005606086,0.2681155,0.7025359,0.0002003141],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009567037,0.01803638,0.003843733,0.954702,0.008543645,0.00000895126,0.00003492925,0.00005123892,0.01382248],"genre_scores_gemma":[0.1071458,0.0306925,0.006422809,0.7861483,0.06115089,0.00006283495,0.00003600151,0.0001190692,0.008221863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04478573,"threshold_uncertainty_score":0.06937069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743677651939753,"score_gpt":0.4062234061246879,"score_spread":0.3587866296052903,"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."}}