{"id":"W2020991929","doi":"10.1213/ane.0b013e3181e627d4","title":"At-a-Glance Monitoring","year":2010,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004748421,0.0002999121,0.0001434864,0.000426729,0.0002423343,0.0003544928,0.0004258028,0.0003329733,0.004282293],"category_scores_gemma":[0.004679854,0.0001328589,0.0001594894,0.0002782232,0.0003346963,0.0004066138,0.0005219511,0.0003437215,0.0007241019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003385486,"about_ca_system_score_gemma":0.0003594937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513634,"about_ca_topic_score_gemma":0.002111812,"domain_scores_codex":[0.9990613,0.0002755951,0.00006198037,0.0001467691,0.0003720755,0.00008233459],"domain_scores_gemma":[0.9937033,0.002074242,0.002665104,0.0004252067,0.0007714231,0.0003606865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002404713,0.0004493318,0.4079761,0.001130063,0.0001469333,0.001526543,0.004998674,0.0006477756,0.2009987,0.0004749671,0.01021903,0.3690272],"study_design_scores_gemma":[0.00003224773,0.001627923,0.9539693,0.0002866328,0.00009296105,0.004077949,0.0012254,0.001338696,0.02216662,0.0002277156,0.01491218,0.00004248548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9742746,0.001249382,0.01194737,0.0006089686,0.00006415568,0.00008570035,0.0004528095,0.0006351026,0.01068186],"genre_scores_gemma":[0.9879671,0.0005181648,0.009577735,0.0002000008,0.00006268507,0.00004369851,0.0002219293,0.00004430318,0.001364368],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004282293,"threshold_uncertainty_score":0.01432568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055774258884581,"score_gpt":0.2998138716612644,"score_spread":0.2792561290724186,"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."}}