{"id":"W2113473463","doi":"10.1161/circulationaha.107.188486","title":"Reducing Barriers for Implementation of Bystander-Initiated Cardiopulmonary Resuscitation","year":2008,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Library science; Surgery; Resuscitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002242208,0.00008273299,0.0001898498,0.000156745,0.000153995,0.000004508476,0.00001976693,0.00007019889,0.00001895521],"category_scores_gemma":[0.0001603146,0.00008553387,0.0001514636,0.0002263944,0.00004772461,0.0001545947,0.000004915308,0.00004505306,0.000001965101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076676,"about_ca_system_score_gemma":0.0001786677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006199883,"about_ca_topic_score_gemma":0.000003611507,"domain_scores_codex":[0.9990868,0.00004131561,0.0003248102,0.0001768661,0.0002441885,0.0001260064],"domain_scores_gemma":[0.9992369,0.00008594902,0.0001533463,0.0001368219,0.0003136282,0.0000733932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003881573,0.00002170027,0.8679972,0.0002973568,0.0001590669,0.000009657084,0.004155302,0.001739609,0.1152748,0.0004834431,0.001116183,0.008357532],"study_design_scores_gemma":[0.00171635,0.00004094984,0.9868931,0.00005778324,0.0001277508,0.00001562429,0.001501994,0.001725383,0.007281589,0.0003043805,0.000241822,0.00009324461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889684,0.0001044922,0.008682573,0.0001982005,0.0005291549,0.0007659909,0.00002351985,0.00004692874,0.0006806987],"genre_scores_gemma":[0.998346,0.00002538262,0.0007873386,0.00003965117,0.0002217247,0.000044978,0.000509552,0.00001792356,0.000007390734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188959,"threshold_uncertainty_score":0.348797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163701896595144,"score_gpt":0.3234772940097854,"score_spread":0.281840275043834,"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."}}