{"id":"W2741807469","doi":"10.1093/eurheartj/ehx422","title":"SOURCE 3 at 1 year: what can we learn?","year":2017,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005889837,0.0007464595,0.001584164,0.00111042,0.002500057,0.005799482,0.002269512,0.02051579,0.05393689],"category_scores_gemma":[0.0706231,0.0004758888,0.001197322,0.001292224,0.001390966,0.008150295,0.0019424,0.02484478,0.05227875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003588823,"about_ca_system_score_gemma":0.004891267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009386492,"about_ca_topic_score_gemma":0.01047419,"domain_scores_codex":[0.9954437,0.001458016,0.0007843543,0.000523442,0.001265376,0.000525162],"domain_scores_gemma":[0.9633457,0.0145041,0.002081814,0.001450269,0.01298444,0.005633678],"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":[0.00002172992,0.00001358766,0.0002720158,0.00005022931,0.000004572961,0.0002136168,0.00002982042,0.00002939671,0.00002322971,0.0008848625,0.9859995,0.0124575],"study_design_scores_gemma":[0.0001769686,0.00007182014,0.002180062,0.002533904,0.000034908,0.001389571,0.0007383247,0.0005010936,0.0001417971,0.01805044,0.974075,0.000106168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001338792,0.001076694,0.0001523616,0.9845256,0.01042573,0.00001052818,0.0003690853,0.0001005508,0.003205545],"genre_scores_gemma":[0.003188981,0.00441497,0.000670508,0.9318089,0.0499719,0.00007793116,0.0006921885,0.0001183658,0.009056262],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05393689,"threshold_uncertainty_score":0.1804368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159823689490423,"score_gpt":0.3345117321064032,"score_spread":0.292913495211499,"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."}}