{"id":"W2106542251","doi":"10.1111/j.1527-5299.2001.00307.x","title":"Nuggets, Pearls, and Vignettes of Master Heart Failure Clinicians","year":2001,"lang":"en","type":"article","venue":"Congestive Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01327556,0.001137102,0.001235438,0.001172098,0.03245755,0.01021607,0.002895107,0.01777342,0.009863748],"category_scores_gemma":[0.05808535,0.001090268,0.001176963,0.001627065,0.01340488,0.01235297,0.009521077,0.04394986,0.002857402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009544837,"about_ca_system_score_gemma":0.009549928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069653,"about_ca_topic_score_gemma":0.01917951,"domain_scores_codex":[0.9824697,0.01114536,0.0005836968,0.001088609,0.002083619,0.00262897],"domain_scores_gemma":[0.9762187,0.007269655,0.001563708,0.0004437213,0.002368294,0.01213589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005734446,0.0003124885,0.001464484,0.0001966921,0.00002288588,0.01342402,0.0936071,0.0002300383,0.0001922917,0.02438702,0.8549111,0.01119454],"study_design_scores_gemma":[0.00007473966,0.0002435396,0.001073521,0.001139075,0.0000135054,0.01353283,0.2556285,0.0004807858,0.0001565981,0.01844294,0.7090348,0.000179069],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01022915,0.006108035,0.0007616709,0.9584528,0.01029077,0.00007469898,0.0000390267,0.00004432235,0.01399944],"genre_scores_gemma":[0.1278877,0.01054267,0.002542695,0.8294752,0.008282459,0.0003035222,0.00007440751,0.0001842921,0.02070702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03245755,"threshold_uncertainty_score":0.07020867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542141014650377,"score_gpt":0.2813658733954668,"score_spread":0.255944463248963,"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."}}