{"id":"W4415793622","doi":"10.1161/circ.152.suppl_3.sun107","title":"Abstract Sun107: Comparison of Foreign Body Airway Obstruction Interventions Among Laypersons: A Simulation-based, Crossover, Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Randomized controlled trial; Crossover study; Airway; Psychological intervention; Logistic regression; Odds ratio; Odds; Airway obstruction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003254297,0.001825869,0.004681809,0.0005297074,0.0005521417,0.001216177,0.001366527,0.002369065,0.01050261],"category_scores_gemma":[0.004356723,0.000760738,0.002397531,0.0004665262,0.001168447,0.001068875,0.0004931921,0.002240622,0.0007296796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727765,"about_ca_system_score_gemma":0.00290236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688512,"about_ca_topic_score_gemma":0.005615183,"domain_scores_codex":[0.9971817,0.001762379,0.0002509541,0.00038692,0.0002121906,0.0002058857],"domain_scores_gemma":[0.9977835,0.0008478432,0.0005690994,0.0001363712,0.0001881404,0.0004749792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9840708,0.006483133,0.0002678836,0.001083897,0.00104685,0.00001607079,0.00004241344,0.0001938435,0.0006812672,0.00007576699,0.0002669311,0.005771139],"study_design_scores_gemma":[0.9376832,0.06008823,0.0007698481,0.00007137504,0.000597865,0.000006236979,0.00002177551,0.0003507227,0.0001446069,0.00006462499,0.0001920798,0.000009296546],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710978,0.004182606,0.001481951,0.0005792941,0.00101216,0.01783947,0.001273859,0.0002313021,0.002301655],"genre_scores_gemma":[0.9693345,0.00215162,0.003688667,0.0005799373,0.0004461754,0.02097438,0.0006939164,0.00001928272,0.00211154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01050261,"threshold_uncertainty_score":0.03513473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279688601435354,"score_gpt":0.3471366951330578,"score_spread":0.3243398091187042,"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."}}