{"id":"W4416640311","doi":"10.1016/j.jacadv.2025.102372","title":"Modern Cardiac ICU Care Delivery and the Role of the Cardiac ICU Cardiologist","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subspecialty; Staffing; Critical care nursing; Intensive care; MEDLINE; Primary care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001294776,0.0001531489,0.0005315664,0.00003133334,0.0001488108,0.00001384815,0.0001146492,0.00006186954,0.000003624427],"category_scores_gemma":[0.00009242952,0.00007216956,0.0003441288,0.0001391132,0.000315059,0.00005327443,0.0001131226,0.0001109688,0.000002073547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006281071,"about_ca_system_score_gemma":0.000068842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002668261,"about_ca_topic_score_gemma":0.0000262408,"domain_scores_codex":[0.9990802,0.0001273885,0.0001905661,0.0002467784,0.0001873885,0.0001676899],"domain_scores_gemma":[0.9989469,0.0003591404,0.00007667762,0.0004664703,0.0001149455,0.0000358554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001801393,0.00004893031,0.833883,0.00009365482,0.0006717254,0.000002733071,0.001120114,0.0001677474,0.0002810195,0.001860882,0.0006564413,0.1610336],"study_design_scores_gemma":[0.003571571,0.0001793146,0.7370453,0.0004151707,0.002184472,0.000004631993,0.01412368,0.0001173456,0.02745946,0.005698366,0.20894,0.0002606438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6156045,0.3633709,0.000008002524,0.001084828,0.0005072925,0.0006978064,0.00007104921,0.0000257441,0.0186299],"genre_scores_gemma":[0.9864894,0.0126423,0.00008629893,0.000273997,0.0001087143,0.0001521468,0.000009668972,0.0000089551,0.0002284922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.370885,"threshold_uncertainty_score":0.2942989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205453218160586,"score_gpt":0.2864661138693314,"score_spread":0.2744115816877256,"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."}}