{"id":"W2012374757","doi":"10.1080/10903120500541076","title":"Performance of Resuscitation Skills by Paramedic Personnel in Chemical Protective Suits","year":2006,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; The Wilson Centre; Air Canada","funders":"","keywords":"Medicine; Resuscitation; Intubation; Defibrillation; Anesthesia; Cardiopulmonary resuscitation; Epinephrine; Tracheal intubation; Airway management; Medical emergency; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.00009370519,0.0001397539,0.0002376018,0.00009912525,0.00003638066,0.000002939473,0.00006055156,0.0001178121,0.00004055065],"category_scores_gemma":[0.0001186562,0.0001277588,0.0001259446,0.0003458862,0.00006665481,0.0001234501,0.00002186818,0.0001745651,0.00001068123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122765,"about_ca_system_score_gemma":0.00005765127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002730668,"about_ca_topic_score_gemma":0.00002259948,"domain_scores_codex":[0.9987714,0.00002681865,0.0003610289,0.0002588502,0.000360953,0.0002208984],"domain_scores_gemma":[0.9994397,0.00001985757,0.0001037704,0.0001517357,0.0002281319,0.00005682059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002554608,0.0003297144,0.9258733,0.0008760537,0.00003630992,0.000007309091,0.01272147,0.0001074009,0.05068744,0.00004550168,0.002386496,0.006673562],"study_design_scores_gemma":[0.001528369,0.0002921914,0.9626921,0.0002897344,0.00005780767,0.000001619096,0.004006306,0.0003969005,0.03024277,0.0001186416,0.0001354659,0.0002380738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931386,0.001475048,0.00001751723,0.00009354748,0.0006694927,0.0007599752,0.0000296767,0.00003250777,0.003783614],"genre_scores_gemma":[0.9991201,0.00009987935,0.0001543533,0.000005943245,0.0001812493,0.0001097561,0.0002197389,0.00001845831,0.00009050521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03681883,"threshold_uncertainty_score":0.5209854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003454894642651139,"score_gpt":0.2342054918339874,"score_spread":0.2307505971913363,"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."}}