{"id":"W2418165915","doi":"","title":"Physician specialty and quality of care for CHF: different patients or different patterns of practice?","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Ejection fraction; Atrial fibrillation; Heart failure; Internal medicine; Creatinine; Cardiology; Warfarin; ACE inhibitor; Angiotensin-converting enzyme","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":[],"consensus_categories":[],"category_scores_codex":[0.002821577,0.0001243673,0.0004614831,0.001648016,0.000362432,0.0007730357,0.0005023489,0.0008109794,0.002016479],"category_scores_gemma":[0.01227565,0.0001763442,0.0003886172,0.002520437,0.001191178,0.0006899146,0.0004609775,0.0003853561,0.0001420426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154145,"about_ca_system_score_gemma":0.001108435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02904435,"about_ca_topic_score_gemma":0.04277,"domain_scores_codex":[0.9973496,0.000783463,0.0003307519,0.0004140118,0.0007941897,0.0003279837],"domain_scores_gemma":[0.9854146,0.004243035,0.00729874,0.0003830882,0.001497926,0.001162589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003399842,0.000005616997,0.9970505,0.00002452865,0.00004298812,0.00005115126,0.0001584227,0.00001326767,0.00003050125,0.00002465755,0.0001154226,0.002448971],"study_design_scores_gemma":[0.000003409756,0.00001455006,0.9993511,0.000022019,0.00001215812,0.0001614127,0.0002440129,0.00004908445,0.000007510537,0.00002886192,0.0001039065,0.000002024017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910997,0.004664505,0.0001499501,0.002423211,0.00003574432,0.00001252001,0.0002323186,0.000004710744,0.001377321],"genre_scores_gemma":[0.998898,0.0005714702,0.00007048059,0.0002780709,0.00005094845,0.000003772074,0.00009009817,0.000001250101,0.00003567252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02904435,"threshold_uncertainty_score":0.05775058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167041413204529,"score_gpt":0.2995660025616661,"score_spread":0.2578955884296208,"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."}}