{"id":"W2606748042","doi":"10.1093/eurheartj/ehx172","title":"Joint Communication from Davos Cardiology Update, February 2017","year":2017,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Joint (building)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005789917,0.001029846,0.00149614,0.002458192,0.001123854,0.00539533,0.001455512,0.005439703,0.1391015],"category_scores_gemma":[0.04673911,0.0005348376,0.0009105534,0.001508311,0.0006476711,0.003122313,0.002568084,0.008299056,0.1176337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417617,"about_ca_system_score_gemma":0.003803157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808745,"about_ca_topic_score_gemma":0.004342318,"domain_scores_codex":[0.9940274,0.001231597,0.0007035179,0.0004403254,0.003065794,0.0005314623],"domain_scores_gemma":[0.9735802,0.006043986,0.001914195,0.0009621378,0.01423512,0.003264399],"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":[0.00001650276,0.000002302355,0.00002179671,0.00002920811,0.00000165159,0.00001607104,0.00000711756,0.000003446534,0.00001129154,0.00005886443,0.9947106,0.005121232],"study_design_scores_gemma":[0.000023531,0.00001518899,0.000153157,0.000201056,0.000006506762,0.00007136313,0.00002568095,0.00002332458,0.00006288508,0.0001637705,0.9992454,0.000008029455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005308315,0.01600352,0.001173499,0.3565632,0.5374904,0.000212649,0.006317101,0.00113245,0.08057634],"genre_scores_gemma":[0.006032061,0.0261883,0.0009960089,0.1736401,0.4292359,0.0004838537,0.009472236,0.001621173,0.3523303],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1391015,"threshold_uncertainty_score":0.465341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07432420915677798,"score_gpt":0.3313848743134344,"score_spread":0.2570606651566565,"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."}}