{"id":"W4406440066","doi":"10.1093/ehjacc/zuaf009","title":"Looking back, moving forward: a bold start to 2025","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Acute Cardiovascular Care","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Physical medicine and rehabilitation","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":[0.02246299,0.001877661,0.002797671,0.002116882,0.006862393,0.01655516,0.003875509,0.02146546,0.07056119],"category_scores_gemma":[0.05902387,0.0008281585,0.002605915,0.001640295,0.007404601,0.02152916,0.01003254,0.03416479,0.03130799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005320632,"about_ca_system_score_gemma":0.02544554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864455,"about_ca_topic_score_gemma":0.01093978,"domain_scores_codex":[0.9858071,0.006053973,0.0009264142,0.001043846,0.003520471,0.002648301],"domain_scores_gemma":[0.9377525,0.02453529,0.002534449,0.00214013,0.01080985,0.02222772],"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":[0.0003254676,0.000159419,0.0004612722,0.0008067829,0.0000579331,0.0002341076,0.0004002033,0.0001443027,0.0003050527,0.01367961,0.8900567,0.09336916],"study_design_scores_gemma":[0.0001566764,0.0003754491,0.001274675,0.002923757,0.00008234406,0.0003510649,0.002398372,0.000304922,0.0003146262,0.04399312,0.9476823,0.0001426522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005825154,0.03040485,0.001699095,0.9027569,0.05722424,0.00004253164,0.0004107958,0.0002610597,0.006617938],"genre_scores_gemma":[0.01731289,0.0520991,0.009897977,0.8316355,0.06927989,0.0002175051,0.001153474,0.0006441686,0.01775949],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07056119,"threshold_uncertainty_score":0.2360507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309377119494475,"score_gpt":0.2630033814671097,"score_spread":0.249909610272165,"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."}}