{"id":"W7045433040","doi":"","title":"Algorithms &amp; software for intelligent patient monitoring","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artifact (error); Software; Noise (video); Expert system; Event (particle physics); Remote patient monitoring; Wavelet transform; Wavelet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00522321,0.002978076,0.001353693,0.0024467,0.00069685,0.003072579,0.003786558,0.002356313,0.03010886],"category_scores_gemma":[0.01686005,0.001852723,0.001533086,0.001705918,0.001539179,0.002909987,0.002885723,0.00307858,0.02009841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024559,"about_ca_system_score_gemma":0.001711515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137393,"about_ca_topic_score_gemma":0.001172501,"domain_scores_codex":[0.9948373,0.001084603,0.0007488178,0.0007717052,0.002316203,0.0002412232],"domain_scores_gemma":[0.9903337,0.005424513,0.0007080649,0.001251595,0.002005541,0.0002764518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007333077,0.0002896661,0.001642684,0.001303564,0.0002619751,0.0007071692,0.0004574281,0.05051567,0.01838361,0.03675328,0.1563138,0.7326378],"study_design_scores_gemma":[0.0006236502,0.0002466605,0.001222126,0.0005347771,0.0001204182,0.001012489,0.00006360203,0.575147,0.03955078,0.05051373,0.3307254,0.0002394935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009073046,0.0004584698,0.8996643,0.0003113953,0.0001610643,0.0003656699,0.0007214366,0.09210459,0.005305759],"genre_scores_gemma":[0.02361373,0.0007621488,0.948939,0.0006388685,0.0001696084,0.001583496,0.002889494,0.009868889,0.01153481],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03010886,"threshold_uncertainty_score":0.1007242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418129362224836,"score_gpt":0.2184985373899596,"score_spread":0.1843172437677113,"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."}}