{"id":"W28764107","doi":"10.1161/circ.118.suppl_18.s_1448-d","title":"Abstract P18: Automated High Frequency Ventilation During Experimental CPR: A New Approach to Resuscitation","year":2008,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Ventilation (architecture); Mean airway pressure; Anesthesia; Hemodynamics; Resuscitation; Airway","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":[0.00054819,0.0003353746,0.0003669184,0.0002125961,0.0001056258,0.0004199925,0.0004497301,0.0005017919,0.004470907],"category_scores_gemma":[0.0006275717,0.0001069384,0.0002771547,0.0001186655,0.0006042634,0.0003593358,0.0002443847,0.0007369144,0.0004140094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437946,"about_ca_system_score_gemma":0.0001928274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008081868,"about_ca_topic_score_gemma":0.00008016296,"domain_scores_codex":[0.9997342,0.0001033253,0.00003360264,0.0000414182,0.00006658191,0.00002084677],"domain_scores_gemma":[0.9995689,0.0001548412,0.0001027115,0.00007709143,0.00005174499,0.00004480984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03204152,0.005811535,0.005919933,0.001722596,0.0002165209,0.0004826286,0.0002106995,0.0008969539,0.7109919,0.0009151342,0.002079306,0.2387113],"study_design_scores_gemma":[0.01481686,0.3034003,0.1269703,0.0007811895,0.0009324833,0.007134181,0.0002824345,0.009525275,0.4984805,0.002007981,0.03553372,0.0001348764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837166,0.002909856,0.008928002,0.0008644512,0.0004216523,0.0004093221,0.000183511,0.0001211846,0.002445343],"genre_scores_gemma":[0.9766733,0.002611462,0.01673191,0.0005343448,0.0008256445,0.0005238145,0.000243698,0.00002848593,0.00182731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004470907,"threshold_uncertainty_score":0.01495671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803998072208305,"score_gpt":0.2852054552339476,"score_spread":0.2571654745118646,"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."}}