{"id":"W2334729320","doi":"10.1016/j.cjca.2011.07.426","title":"508 Acute heart failure: Canadian perspectives from an RCT and a registry","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Randomized controlled trial; Interquartile range; Heart failure; Context (archaeology); Population; Emergency medicine; Atrial fibrillation; Triage; Internal medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.157791,0.00165349,0.004904128,0.002498614,0.006081259,0.01023175,0.005447065,0.008196402,0.0118884],"category_scores_gemma":[0.3211109,0.00143081,0.002970125,0.0102924,0.004765748,0.004384001,0.003916164,0.006001843,0.0009316853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04024106,"about_ca_system_score_gemma":0.163633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8532844,"about_ca_topic_score_gemma":0.9330127,"domain_scores_codex":[0.8270223,0.1179824,0.01479024,0.006085472,0.02557256,0.008547047],"domain_scores_gemma":[0.4774266,0.3212328,0.04781793,0.02104018,0.1157336,0.01674894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02386379,0.002095012,0.2838146,0.03010958,0.01379234,0.002203382,0.01685726,0.001612561,0.001113248,0.04889544,0.3615468,0.2140959],"study_design_scores_gemma":[0.06562244,0.004574451,0.4029197,0.1101099,0.05930112,0.001489095,0.02422582,0.004258143,0.001346472,0.02863846,0.2955529,0.00196155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1421833,0.1423869,0.005231099,0.6140503,0.005806565,0.004443274,0.02107282,0.000162068,0.06466363],"genre_scores_gemma":[0.6892083,0.08129482,0.02767207,0.170877,0.006377588,0.008395622,0.01013139,0.0002897523,0.005753453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.157791,"threshold_uncertainty_score":0.8344887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986858793727428,"score_gpt":0.2466023400515928,"score_spread":0.2267337521143186,"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."}}