{"id":"W2144987932","doi":"10.1016/j.resuscitation.2006.06.036","title":"Characteristics of volunteers responding to emergencies in the Public Access Defibrillation Trial","year":2006,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Defibrillation; Medical emergency; Emergency medicine; Intensive care medicine; Cardiology","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":[0.0007876975,0.00008251747,0.000179146,0.0007447615,0.00006283839,0.00005431503,0.00007952969,0.00006060879,0.000008605447],"category_scores_gemma":[0.0007739012,0.0000625414,0.0000826825,0.001517593,0.00003247979,0.0002306417,0.00001822352,0.0000720462,0.000010924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007708878,"about_ca_system_score_gemma":0.00007504022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001113584,"about_ca_topic_score_gemma":0.0001158712,"domain_scores_codex":[0.9987208,0.0001287708,0.0004179296,0.0001502382,0.0004262592,0.0001560503],"domain_scores_gemma":[0.9992797,0.0001920245,0.0001285578,0.000169984,0.0001972648,0.00003249891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03999534,0.0004650253,0.7870504,0.0005083025,0.0000846366,0.00002788584,0.008004762,0.0009368298,0.07747336,0.05508615,0.01417272,0.01619458],"study_design_scores_gemma":[0.004491588,0.0001180744,0.9886895,0.00006865818,0.00003388937,0.00000133234,0.0005128827,0.0002992334,0.0003230323,0.0004740627,0.00490602,0.00008169571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913985,0.00003431737,0.0007473149,0.00303585,0.001065623,0.0007927105,0.000008198004,0.00001940132,0.002898118],"genre_scores_gemma":[0.9989058,0.0000161336,0.0002201806,0.00006922477,0.0005293054,0.00003294951,0.0001444644,0.000009884645,0.00007209699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2016391,"threshold_uncertainty_score":0.2550364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170681571408844,"score_gpt":0.3226289302873144,"score_spread":0.2909221145732259,"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."}}