{"id":"W4414421933","doi":"10.1016/j.jchf.2025.102653","title":"Beyond Hospitalizations","year":2025,"lang":"en","type":"editorial","venue":"JACC Heart Failure","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"Institut de Cardiologie de Montréal","keywords":"","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01866718,0.005486245,0.007224472,0.007091706,0.005149608,0.01421877,0.005108385,0.03893796,0.02929553],"category_scores_gemma":[0.08853301,0.002551586,0.004929857,0.003558427,0.00513332,0.01018709,0.005172501,0.05186274,0.01582932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007046419,"about_ca_system_score_gemma":0.009453782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005345172,"about_ca_topic_score_gemma":0.01635558,"domain_scores_codex":[0.9854249,0.003408247,0.001936386,0.001639658,0.006404893,0.001185892],"domain_scores_gemma":[0.9094298,0.04656237,0.005280887,0.002707866,0.02313619,0.01288281],"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":[0.00001522033,0.000005598228,0.00001880117,0.000198759,0.00002576775,0.00002864256,0.00001191997,0.000008092004,0.000007991097,0.0003970133,0.9954919,0.003790378],"study_design_scores_gemma":[0.0001559166,0.00002670147,0.0003956501,0.002220325,0.0001894545,0.00009946973,0.00007543847,0.00008058117,0.00003120471,0.002616603,0.9940736,0.00003501433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001235234,0.00753078,0.0000463366,0.06503184,0.9260718,0.000008540875,0.00005664617,0.00002433816,0.00121734],"genre_scores_gemma":[0.0001935827,0.003919786,0.0000440892,0.04652066,0.9465835,0.00001921469,0.00003037419,0.00002286227,0.002665975],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03893796,"threshold_uncertainty_score":0.09872264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304972453223834,"score_gpt":0.3881770296686576,"score_spread":0.3751273051364192,"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."}}