{"id":"W2961612708","doi":"10.1016/j.cjco.2019.07.002","title":"Use of Near-Infrared Spectroscopy by Paramedics During Out-of-Hospital Cardiac Arrest: A Feasibility Study","year":2019,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"St. Michael’s Hospital Foundation; Heart and Stroke Foundation of Canada","keywords":"Infrared spectroscopy; Medical emergency; Emergency medical services; Medicine; Emergency medicine; Physics","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":[0.004347766,0.0007295036,0.0004293003,0.0008232179,0.0005816449,0.0006518081,0.0004961293,0.0009076283,0.001151216],"category_scores_gemma":[0.009311759,0.0003629056,0.0004890843,0.0002348257,0.0007724421,0.001051029,0.0007568499,0.0005686686,0.0004823681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042718,"about_ca_system_score_gemma":0.0009249296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007136576,"about_ca_topic_score_gemma":0.000836237,"domain_scores_codex":[0.9969968,0.001956982,0.0001992017,0.0002863929,0.0003579836,0.0002026678],"domain_scores_gemma":[0.9930675,0.002915695,0.001128277,0.0005071018,0.001602005,0.0007794236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01719801,0.01435175,0.8593959,0.0006461627,0.0002372112,0.004503734,0.004317069,0.000611734,0.04500527,0.0001721463,0.0003333297,0.05322771],"study_design_scores_gemma":[0.002703754,0.2640678,0.7025015,0.0002377522,0.0003932576,0.007233014,0.006925539,0.003610659,0.009937132,0.0002298879,0.001961946,0.0001978859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982578,0.0001344202,0.000663098,0.00005097775,0.00001024684,0.0004388036,0.00002870743,0.000005219757,0.000410845],"genre_scores_gemma":[0.9973534,0.0002118881,0.001826148,0.00009288202,0.00004949471,0.0003224523,0.00005374584,0.000002748858,0.0000870918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004347766,"threshold_uncertainty_score":0.02299351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362677491076656,"score_gpt":0.3210875764221635,"score_spread":0.2974608015113969,"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."}}