{"id":"W128333745","doi":"","title":"A new tool for estimating left ventricular ejection fraction derived from wall motion score index.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Ejection fraction; Medicine; Cardiology; Internal medicine; Nuclear medicine; Heart failure","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":[0.0002861174,0.0001355995,0.0002426935,0.0001194003,0.0001108147,0.00003812381,0.00002593961,0.0001434687,0.0001054098],"category_scores_gemma":[0.000687129,0.00012148,0.0003110323,0.0001470111,0.00001018236,0.0001487902,0.000006642057,0.0001544711,0.00001520152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000245535,"about_ca_system_score_gemma":0.0000479976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002044868,"about_ca_topic_score_gemma":0.00001423532,"domain_scores_codex":[0.9989251,0.00005300876,0.0002191696,0.0002869195,0.000264682,0.0002510442],"domain_scores_gemma":[0.9993876,0.00005103614,0.00009512156,0.0002195299,0.0000930832,0.0001536683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002676029,0.0001185484,0.5967053,0.00006363258,0.0005269313,0.00001832439,0.0000828465,0.0008512184,0.0007470123,0.00003099874,0.002163705,0.3984239],"study_design_scores_gemma":[0.002930016,0.00003189983,0.9698831,0.00002265504,0.0003787626,0.00007227052,0.00006368212,0.003175919,0.005857614,0.0002175441,0.01719998,0.0001664974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5077667,0.0001295422,0.4896925,0.0001009662,0.0009447542,0.001101042,0.000002558596,0.0001097,0.0001522154],"genre_scores_gemma":[0.990705,0.00001664401,0.007635624,0.0001706898,0.0005676362,0.0002887606,0.000130377,0.0000293482,0.00045591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4829383,"threshold_uncertainty_score":0.495381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104649321063628,"score_gpt":0.2298119665663448,"score_spread":0.2087654733557085,"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."}}