{"id":"W2726930927","doi":"10.1056/em201303080000003","title":"Prehospital ECG Provides Important Information","year":2013,"lang":"en","type":"article","venue":"Journal watch","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Medical diagnosis; Medical emergency; Emergency medical services; Emergency medicine; Pathology; Psychiatry","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":[0.00009669054,0.00008332836,0.0001517773,0.00003818299,0.00008571554,0.0000980144,0.00002509271,0.00004296785,0.0003667164],"category_scores_gemma":[0.00004678272,0.00005286644,0.0001322782,0.00005493198,0.00001232874,0.0007331592,0.0000160648,0.0001626366,0.0004189391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129668,"about_ca_system_score_gemma":0.00007065861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005397343,"about_ca_topic_score_gemma":0.000001146404,"domain_scores_codex":[0.9992458,0.000008605658,0.0002977123,0.00004989639,0.0002359167,0.0001621261],"domain_scores_gemma":[0.9994346,0.00001039653,0.0001275705,0.0001045836,0.000152605,0.0001701688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001049547,0.0001835215,0.7070334,0.00006652872,0.0004155044,0.0003124466,0.001729415,0.000006705186,0.0003505168,0.00005666327,0.1565774,0.133163],"study_design_scores_gemma":[0.004102627,0.001131377,0.8581549,0.0001741583,0.0002520193,0.007197102,0.0007675091,0.0006156598,0.001458802,0.00224628,0.1236379,0.0002616436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852212,0.0001376106,0.00005805022,0.01102974,0.0003099184,0.0003350414,0.000003347341,0.00002367967,0.002881391],"genre_scores_gemma":[0.9966122,0.0002845461,0.001204079,0.0003371654,0.0003234506,0.00001826476,0.00001449943,0.000007741558,0.001198085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1511215,"threshold_uncertainty_score":0.5384754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004277975698564029,"score_gpt":0.2257921336035556,"score_spread":0.2215141579049916,"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."}}