{"id":"W2053863335","doi":"10.1186/cc5439","title":"Prehospital echocardiography in pulseless electrical activity victims using portable, handheld ultrasound","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pulseless electrical activity; Cardiology; Medical emergency; Internal medicine; Emergency medicine; Cardiopulmonary resuscitation; Resuscitation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347081,0.0002266038,0.0004837367,0.0002271159,0.0001368299,0.00004937201,0.0001472466,0.0003523316,0.0001315686],"category_scores_gemma":[0.002182146,0.0002196069,0.0002825322,0.001171205,0.00033862,0.0001572141,0.00003656611,0.0008789143,0.00002388666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544192,"about_ca_system_score_gemma":0.0001356061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000899661,"about_ca_topic_score_gemma":0.00004017903,"domain_scores_codex":[0.9976997,0.00005161338,0.0004865331,0.000567961,0.0004690888,0.0007251],"domain_scores_gemma":[0.9964294,0.002290178,0.00003907405,0.0004716237,0.000327483,0.000442208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002706446,0.0008289855,0.972245,0.0001723008,0.00005151479,0.0001303652,0.0002559659,0.000006692163,0.01824573,0.002728384,0.0001078639,0.004956491],"study_design_scores_gemma":[0.001231684,0.0005766613,0.9805249,0.0001091066,0.0002656998,0.000149873,0.0007790768,0.0001119323,0.01313999,0.001696279,0.0009938935,0.0004209341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793432,0.0005071932,0.01204405,0.0002608159,0.0001738585,0.0005371512,0.00003742317,0.0001185373,0.006977779],"genre_scores_gemma":[0.9942346,0.00002274962,0.004867808,0.0003939365,0.0003454631,0.00003409223,0.00004162634,0.00003949878,0.00002026858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01489136,"threshold_uncertainty_score":0.8955309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321210639685927,"score_gpt":0.3834757834765863,"score_spread":0.350263677079727,"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."}}