{"id":"W2892184106","doi":"10.1016/j.jcmg.2018.06.020","title":"3-Dimensional Echocardiography","year":2018,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Cardiology; Internal medicine; Medicine","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","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001356524,0.001106936,0.002712072,0.001356091,0.0003565913,0.0001925629,0.0003643837,0.001113571,0.0005879675],"category_scores_gemma":[0.0001538981,0.0009798127,0.01821597,0.0009882278,0.0004452855,0.0002038879,0.0002732595,0.003415222,0.001235683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003328621,"about_ca_system_score_gemma":0.0003457667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000178836,"about_ca_topic_score_gemma":6.674346e-7,"domain_scores_codex":[0.9924701,0.0004557082,0.0007579852,0.001827498,0.00328485,0.001203883],"domain_scores_gemma":[0.9949378,0.00009519824,0.0001885027,0.003637726,0.0007977025,0.0003430854],"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":[0.00003828025,0.00002588726,0.006287556,0.0002834318,0.01849859,0.005547397,0.00003034829,0.0000452717,0.00002245832,0.000001060135,0.9579657,0.011254],"study_design_scores_gemma":[0.002073846,0.00004923296,0.008593673,0.0003712334,0.008633645,0.004250367,0.00002770106,0.0001060922,0.0001736585,0.00002853159,0.9746603,0.001031663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005250504,0.134437,0.01673977,0.7147302,0.0365137,0.007764816,0.0005101592,0.005365204,0.07868868],"genre_scores_gemma":[0.007615491,0.001797275,0.003130594,0.9044662,0.07238775,0.0002376967,0.003521594,0.001039868,0.005803519],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.189736,"threshold_uncertainty_score":0.999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116821238508156,"score_gpt":0.227630615202714,"score_spread":0.2159484913518984,"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."}}