{"id":"W2220954826","doi":"10.1016/j.jcmg.2009.03.005","title":"A Closer Look on the Battlefield","year":2009,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Battlefield; Revascularization; Myocardial infarction; Medicine; Intensive care medicine; Cardiology; Internal medicine; History","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009838612,0.0007067324,0.001398674,0.0003011622,0.0002206394,0.0002420407,0.0003687407,0.0004687944,0.0001523727],"category_scores_gemma":[0.00099531,0.0005066879,0.004365031,0.0002944518,0.0001653273,0.00007715467,0.0001231382,0.00398976,0.0007505551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120411,"about_ca_system_score_gemma":0.0002168248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042086,"about_ca_topic_score_gemma":4.119053e-7,"domain_scores_codex":[0.9957772,0.0003138601,0.0004424961,0.0009422008,0.001652801,0.0008714565],"domain_scores_gemma":[0.9955972,0.0008628205,0.0001200557,0.003038216,0.0002495551,0.0001321758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000146539,0.00002656609,0.0007873381,0.0001210589,0.001729707,0.005341875,0.00005376304,0.00003453236,0.000005587312,0.00002229913,0.9709799,0.02088269],"study_design_scores_gemma":[0.0009393235,0.00003833491,0.00262427,0.0007231615,0.003248868,0.001215603,0.00004909874,0.00005015007,0.000193246,0.0001621044,0.9901819,0.0005739506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002795024,0.02337823,0.0008700457,0.8694704,0.001825761,0.00107439,0.0000383895,0.0003726214,0.1026906],"genre_scores_gemma":[0.01050202,0.0004296863,0.0002741018,0.9685336,0.01688668,0.00008919289,0.000274147,0.0002111458,0.002799473],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09989116,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464024932863336,"score_gpt":0.235817416062307,"score_spread":0.2211771667336736,"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."}}