{"id":"W4387823570","doi":"10.1213/ane.0000000000006663","title":"The Capnography Project","year":2023,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital; University of British Columbia","funders":"","keywords":"Capnography; Medicine; Pulse oximetry; Medical emergency; 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":[0.005971023,0.00147537,0.0005588223,0.002500788,0.002010047,0.005867961,0.002589084,0.002036926,0.1626069],"category_scores_gemma":[0.0141382,0.0004651133,0.0007618858,0.001981268,0.0008729866,0.003889653,0.006407117,0.001968885,0.08277284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584984,"about_ca_system_score_gemma":0.005382017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884628,"about_ca_topic_score_gemma":0.003772102,"domain_scores_codex":[0.9944108,0.001530475,0.0002592904,0.0007517313,0.002584918,0.0004627838],"domain_scores_gemma":[0.9879208,0.001613007,0.0004199894,0.001299581,0.006432815,0.002313882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003377881,0.0002793936,0.001967356,0.0004430113,0.00001939255,0.0001681633,0.0006822539,0.000510384,0.001204239,0.01259742,0.6228737,0.3589168],"study_design_scores_gemma":[0.00003529628,0.0001360343,0.001130532,0.0001773791,0.000008087675,0.0001285062,0.0003119165,0.000454051,0.0004891241,0.001465649,0.9956446,0.00001888206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01672258,0.004405287,0.06997413,0.01020609,0.004050383,0.004312192,0.02340075,0.0198187,0.84711],"genre_scores_gemma":[0.09589846,0.006778848,0.1106882,0.009655194,0.001623294,0.007314858,0.07842539,0.00992214,0.6796936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1626069,"threshold_uncertainty_score":0.5439744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263852340750759,"score_gpt":0.2989424917789005,"score_spread":0.2763039683713929,"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."}}