{"id":"W2986211826","doi":"10.1016/j.jchf.2019.08.010","title":"Reply","year":2019,"lang":"en","type":"letter","venue":"JACC Heart Failure","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001479496,0.0003039513,0.0007394444,0.0001599658,0.00004257458,0.00005709027,0.00008721797,0.0007072664,0.0004620791],"category_scores_gemma":[0.0005416968,0.0002697317,0.0004538925,0.0001356569,0.00004907976,0.00003961607,0.00006130354,0.002487713,0.005368466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000843837,"about_ca_system_score_gemma":0.000314273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009482724,"about_ca_topic_score_gemma":8.419838e-7,"domain_scores_codex":[0.9982519,0.00005458095,0.0002595801,0.0004911307,0.0004897133,0.00045307],"domain_scores_gemma":[0.9981857,0.0004111805,0.00006833202,0.001098309,0.0001538366,0.00008262666],"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":[0.000007232053,0.0000129224,0.01003487,0.0003377008,0.00006374625,0.0005681886,0.0000216276,4.349334e-7,0.00003356718,0.000002159684,0.9888093,0.0001081744],"study_design_scores_gemma":[0.0005699457,0.00007677387,0.002859317,0.0004080376,0.0002363674,0.0006196216,0.00001064592,0.000003639464,0.0000751862,0.00001507857,0.9948515,0.0002738615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001944745,0.000564221,0.00001582308,0.9871063,0.001422031,0.0004661995,0.00006235212,0.0002041898,0.009964464],"genre_scores_gemma":[0.0003362243,0.00001077555,0.002056112,0.9480069,0.01389884,0.00002134303,0.0006753803,0.0001027866,0.0348917],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0390994,"threshold_uncertainty_score":0.9999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204029773127067,"score_gpt":0.2626497578183478,"score_spread":0.2506094600870771,"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."}}