{"id":"W2101808977","doi":"10.1186/1757-7241-21-32","title":"Push hard, push fast, if you’re downtown: a citation review of urban-centrism in American and European basic life support guidelines","year":2013,"lang":"en","type":"review","venue":"Scandinavian Journal of Trauma Resuscitation and Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Public Health Ontario; University of Toronto","funders":"University of Toronto; American Heart Association","keywords":"Cardiopulmonary resuscitation; Medicine; Medical emergency; Emergency medical services; Bystander effect; Basic life support; Advanced life support; Emergency medicine; Resuscitation","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003202042,0.0005995352,0.003308642,0.001391326,0.00008923094,0.00001670285,0.0002101156,0.0001620927,0.000719456],"category_scores_gemma":[0.002558702,0.0004115819,0.0005922532,0.001481766,0.0004159393,0.0002958991,0.00004247353,0.0006958568,0.00001206444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275935,"about_ca_system_score_gemma":0.0003228355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188678,"about_ca_topic_score_gemma":0.00001354603,"domain_scores_codex":[0.9930411,0.0007488008,0.00426712,0.0004950441,0.001049074,0.000398885],"domain_scores_gemma":[0.9939722,0.0001869466,0.003369098,0.000343756,0.00142596,0.0007020725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001135329,0.00009978439,0.002746561,0.05931854,0.0003746666,0.00007938939,0.001696318,7.234956e-7,0.00001515364,0.00002531634,0.09976461,0.8357654],"study_design_scores_gemma":[0.004121457,0.001599981,0.04965336,0.2677584,0.004464854,0.000196796,0.003681788,0.00001853051,0.000001182178,0.00006207439,0.6678548,0.0005867893],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001803435,0.988009,0.00009173498,0.003576421,0.003207506,0.001285625,0.00003989844,0.00001598155,0.00197037],"genre_scores_gemma":[0.002136592,0.9946066,0.0005357574,0.0002259376,0.001718064,0.00001906074,0.0002855129,0.00007537883,0.0003971363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8351786,"threshold_uncertainty_score":0.9998336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0899658858676006,"score_gpt":0.3797712527108755,"score_spread":0.2898053668432748,"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."}}