{"id":"W1996210200","doi":"10.1016/j.resuscitation.2015.01.036","title":"Visual assessment of CPR quality during pediatric cardiac arrest: Does point of view matter?","year":2015,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Quality assessment; Patient assessment; Physical therapy; Quality (philosophy); Resuscitation; Emergency medicine; Physical medicine and rehabilitation; Medical emergency","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":[0.00106437,0.0001375142,0.0004846243,0.0002263125,0.00003731488,0.00001145251,0.00005396239,0.00008885092,0.00001752702],"category_scores_gemma":[0.0002530283,0.0001047219,0.000217381,0.0003928493,0.00006338885,0.0001654259,0.00003773522,0.0001185226,0.00001661231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380916,"about_ca_system_score_gemma":0.0002372205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124451,"about_ca_topic_score_gemma":0.000006870632,"domain_scores_codex":[0.9979556,0.0002472313,0.0006703781,0.0002350927,0.0007143895,0.0001772916],"domain_scores_gemma":[0.9985384,0.0001583769,0.0004062775,0.0002568085,0.0004922004,0.0001479502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002714003,0.0001878551,0.9709823,0.002036232,0.0001052875,0.000004377721,0.001230278,0.0001875474,0.02347926,0.0004219009,0.0005030069,0.000590601],"study_design_scores_gemma":[0.001303709,0.0000890947,0.9934703,0.0001375187,0.0001908931,4.379246e-7,0.001209867,0.0001162056,0.00295616,0.0003333254,0.00007247018,0.0001200544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938458,0.0002883988,0.0004032033,0.0003662306,0.00215218,0.0004623,0.00002499131,0.0000306149,0.002426337],"genre_scores_gemma":[0.9978419,0.0001422473,0.001290132,0.00001955825,0.0005253184,0.00002196767,0.00008509406,0.0000189921,0.00005477508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02248801,"threshold_uncertainty_score":0.4270436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172985113442136,"score_gpt":0.3562381841505371,"score_spread":0.3345083330161157,"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."}}