{"id":"W3185798185","doi":"10.29173/cjen149","title":"The clinical effects of CPR meter on chest compression quality: a QI project","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Metre; Quality (philosophy); Compression (physics); Internal medicine; Environmental science; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007127426,0.00008422623,0.0003154034,0.000118468,0.0001512752,0.00001137175,0.00006996426,0.00007631313,0.00002340426],"category_scores_gemma":[0.001406688,0.00005485458,0.000363372,0.0002257697,0.00009263989,0.00004558135,0.000003538597,0.0003111431,0.000002314112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009729066,"about_ca_system_score_gemma":0.001334922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002931592,"about_ca_topic_score_gemma":0.001095038,"domain_scores_codex":[0.998475,0.0003316747,0.0006543284,0.0001010137,0.0002519682,0.0001860864],"domain_scores_gemma":[0.9985346,0.0002975259,0.0002953934,0.0001824842,0.0003747348,0.0003152872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001731023,0.0006935311,0.2639851,0.001126479,0.001411633,0.001765276,0.009849469,0.000055164,0.03645835,0.002501129,0.1697165,0.5107064],"study_design_scores_gemma":[0.002401722,0.0007876845,0.9415248,0.005317038,0.0006149898,0.00009029087,0.002768134,0.00005934486,0.009716881,0.001019083,0.03548227,0.0002177721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720436,0.004547701,0.0001362908,0.003728502,0.01575261,0.0001934976,0.000003103376,0.000002998712,0.003591702],"genre_scores_gemma":[0.9983817,0.000300579,0.000235244,0.00008266157,0.0008397527,9.996205e-7,0.000003408915,0.00001244323,0.0001432559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6775397,"threshold_uncertainty_score":0.2368094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08506245101784667,"score_gpt":0.4333447346150847,"score_spread":0.348282283597238,"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."}}