{"id":"W6990210969","doi":"","title":"Current treatment options for early management in acute decompensated heart failure","year":2008,"lang":"en","type":"article","venue":"PubMed Central","topic":"Kantian Philosophy and Modern Interpretations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute decompensated heart failure; Heart failure; Cardiogenic shock; Noninvasive ventilation; Septic shock; Shock (circulatory); Oxygen saturation; Oxygen therapy","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":[0.00004112513,0.0001405692,0.0001502446,0.000122436,0.0002648708,0.0000655154,0.00009081874,0.00002182803,0.0001364715],"category_scores_gemma":[0.000003008511,0.0001254984,0.0001377058,0.00003328089,0.00008701724,0.00017614,0.00001501358,0.00006291468,0.00003503841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669784,"about_ca_system_score_gemma":0.00002783726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005314312,"about_ca_topic_score_gemma":0.0007424058,"domain_scores_codex":[0.9987859,0.00002141508,0.0002037794,0.000211248,0.00009006514,0.0006876587],"domain_scores_gemma":[0.9996371,0.00001988231,0.00003449465,0.0001369116,0.00002703933,0.0001445464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002436547,0.001603708,0.0111992,0.00005808242,0.000756286,0.00004938514,0.06465051,0.0002225512,0.00001166547,0.8905728,0.01708192,0.01355026],"study_design_scores_gemma":[0.003027532,0.0001804599,0.1436639,0.00004276177,0.0002119382,0.000015412,0.0004646649,0.0005313333,0.0001296076,0.009363388,0.8419359,0.0004330563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820471,0.0004089328,0.0007195342,0.003456164,0.001941942,0.002347611,0.0003896625,0.0001513588,0.008537678],"genre_scores_gemma":[0.9963701,0.0001214686,0.0005020176,0.0001103756,0.0003376732,0.001064679,0.0001010136,0.00001601843,0.001376704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8812094,"threshold_uncertainty_score":0.5117675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751286280001299,"score_gpt":0.2535242608296915,"score_spread":0.2060113980296785,"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."}}