{"id":"W4408058971","doi":"10.1016/j.resplu.2025.100919","title":"Application of digital engagement tools for exception from informed consent community consultation and public disclosure in the pediatric prehospital airway resuscitation trial","year":2025,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"National Heart, Lung, and Blood Institute","keywords":"Resuscitation; Informed consent; Medical emergency; Medicine; Airway; Public engagement; Emergency medicine; Anesthesia; Public relations; Political science; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002675069,0.0001110286,0.0001802111,0.000279943,0.0007447621,0.0003022715,0.0002287006,0.0001511898,0.000003410634],"category_scores_gemma":[0.04599216,0.0001054485,0.00004811196,0.0009648546,0.0002587322,0.001039756,0.00002647441,0.0002243422,0.00000249963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004569724,"about_ca_system_score_gemma":0.001547527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031357,"about_ca_topic_score_gemma":0.007020582,"domain_scores_codex":[0.9972969,0.001138549,0.000672214,0.0001954837,0.0004660512,0.0002307627],"domain_scores_gemma":[0.9661636,0.03265531,0.0004573701,0.0002051861,0.0004596222,0.0000589012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00546312,0.0008782053,0.1421858,0.0009992123,0.0000573306,1.693852e-7,0.5519183,0.0001147799,0.00009639877,0.1512131,0.001419101,0.1456546],"study_design_scores_gemma":[0.02300241,0.0003389012,0.6183798,0.0001149842,0.0001077202,6.265563e-8,0.3033039,0.0004809406,0.00001815558,0.04984586,0.00412608,0.0002811707],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775508,0.0000985898,0.006962989,0.005985296,0.001314835,0.006951775,0.0001007944,0.00003878444,0.0009961372],"genre_scores_gemma":[0.9950244,0.0002032052,0.0004452271,0.00007924745,0.0003362835,0.003191402,0.0006990864,0.000006688303,0.00001446401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4761941,"threshold_uncertainty_score":0.9620439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540175606239342,"score_gpt":0.4155752380166153,"score_spread":0.2615576773926811,"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."}}