{"id":"W4409453863","doi":"10.1093/ehjacc/zuaf040","title":"Spring into innovation: connecting minds, transforming care, saving lives","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Acute Cardiovascular Care","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Spring (device); Gerontology","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":[0.02358759,0.001305854,0.001420624,0.003001298,0.008107109,0.02565286,0.002332543,0.01229975,0.01958974],"category_scores_gemma":[0.04041764,0.0007385155,0.001395007,0.002320424,0.02415828,0.03575594,0.02218226,0.02108996,0.00583519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004052865,"about_ca_system_score_gemma":0.01644484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009675509,"about_ca_topic_score_gemma":0.00263437,"domain_scores_codex":[0.97284,0.01722691,0.001108851,0.001444067,0.00462314,0.002757089],"domain_scores_gemma":[0.9459292,0.03428603,0.00260368,0.002735035,0.002893084,0.01155295],"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":[0.000295855,0.0002731386,0.001515132,0.003132623,0.0001958142,0.0004534867,0.01517485,0.0002197359,0.0005855773,0.1373053,0.4571366,0.3837119],"study_design_scores_gemma":[0.000142165,0.000294757,0.001145682,0.00437796,0.00006618268,0.0005343491,0.01003834,0.000225232,0.0004230154,0.2873699,0.6952774,0.0001049979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004024439,0.08288881,0.007984665,0.8426731,0.02226112,0.0001337204,0.0001202543,0.0004396626,0.03947429],"genre_scores_gemma":[0.1880029,0.1986822,0.02717655,0.5039704,0.05641082,0.0007116314,0.0003311626,0.0008532275,0.02386101],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02565286,"threshold_uncertainty_score":0.1247447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900548196984526,"score_gpt":0.2936933269957693,"score_spread":0.274687845025924,"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."}}