{"id":"W2533505636","doi":"10.1002/ejhf.651","title":"Heterogeneity Across One Disease, Two Drugs, Three Trials, and Four Guidelines: Are we Further Ahead?","year":2016,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; MEDLINE; Disease; Clinical trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2618557,0.002258461,0.0125435,0.007427138,0.002798782,0.01323449,0.006462605,0.01622773,0.01714777],"category_scores_gemma":[0.466035,0.00225319,0.01366567,0.01039982,0.006918068,0.01932673,0.005505566,0.01873305,0.003856503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009189503,"about_ca_system_score_gemma":0.01964837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472142,"about_ca_topic_score_gemma":0.03434544,"domain_scores_codex":[0.7429443,0.1615671,0.04965629,0.01549695,0.02725285,0.003082485],"domain_scores_gemma":[0.3204831,0.5723098,0.04265738,0.0193809,0.04028505,0.004883723],"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":[0.00194979,0.0001059217,0.008930613,0.04031835,0.02592473,0.0003938459,0.002037609,0.0005199807,0.0003022097,0.02111573,0.5789152,0.319486],"study_design_scores_gemma":[0.005489913,0.0006517572,0.0216845,0.2104622,0.04242499,0.001022877,0.004771291,0.003152778,0.0005250754,0.2082447,0.5000498,0.001520223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001220102,0.2066382,0.004817617,0.7518122,0.03275906,0.0002391791,0.001112532,0.0001382149,0.001262913],"genre_scores_gemma":[0.04434046,0.1473538,0.01672672,0.6894314,0.09669045,0.001272515,0.00179033,0.0005741027,0.001820205],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2618557,"threshold_uncertainty_score":0.9102634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225148318010071,"score_gpt":0.3506314400125057,"score_spread":0.2281166082114985,"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."}}