{"id":"W4402845697","doi":"10.31579/2692-9759/112","title":"Congestive Coronary Heart Failure","year":2023,"lang":"en","type":"article","venue":"Cardiology Research and Reports","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Heart failure; Cardiology; Internal medicine; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499994,0.00009275488,0.0004192047,0.0002650261,0.0001993284,0.00001198558,0.00002213193,0.0001850737,0.00004866748],"category_scores_gemma":[0.000474492,0.00006682375,0.0001870254,0.0004177279,0.0005657111,0.00002976566,0.0001044379,0.0004702659,0.0001218151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003387281,"about_ca_system_score_gemma":0.0001615515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002026301,"about_ca_topic_score_gemma":0.000002698641,"domain_scores_codex":[0.9985062,0.0001777619,0.0001671833,0.0003856099,0.0003552681,0.0004079739],"domain_scores_gemma":[0.9988664,0.0001589311,0.00001864952,0.0003745156,0.0002972131,0.0002843003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006244997,0.000007954824,0.8119888,0.00002348234,0.00029651,0.00994289,0.00003848819,0.000004712739,0.001656106,0.00002792404,0.1750513,0.0008994591],"study_design_scores_gemma":[0.0002695428,0.0002641487,0.7247564,0.00001633509,0.00002610462,0.02094946,0.0004392157,0.000002629062,0.0001980278,0.000189335,0.2528315,0.00005724122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906026,0.001210744,0.00001258391,0.003092934,0.000481597,0.000404674,0.000003739401,0.0001657847,0.004025384],"genre_scores_gemma":[0.9933012,0.0006187604,0.00002599929,0.00008882683,0.0003590189,0.0000407873,0.00007819956,0.0000156275,0.005471649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08723232,"threshold_uncertainty_score":0.2724993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06035709073077733,"score_gpt":0.3604807462719867,"score_spread":0.3001236555412093,"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."}}