{"id":"W4205586330","doi":"10.1016/s0735-1097(01)96997-9","title":"Changes in heart failure drug utilization during 1999: The Canadian CHF clinics network experience J. Malcolm O. Arnold, John D. Parker, Jonathan G. Howlett, Andrew P. Ignaszewski, Stuart J. Smith, Wlodzimierz Czarnecki, Marie-Helene Leblanc, Peter Liu, A. Reuben J. Rajakumar, Israel Belenkie, Dante Manyari. London Health Sciences Centre, London, ON, Canada","year":2001,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.001361095,0.0002965692,0.0004371821,0.001657834,0.002268475,0.001597201,0.001570464,0.001017677,0.002413487],"category_scores_gemma":[0.005404403,0.0002710417,0.0003349622,0.005186152,0.0008417392,0.0009396184,0.001222184,0.001247155,0.0004261892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02906837,"about_ca_system_score_gemma":0.02412231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885737,"about_ca_topic_score_gemma":0.9931711,"domain_scores_codex":[0.9977965,0.0001450722,0.0001183313,0.0001904456,0.001238662,0.0005108817],"domain_scores_gemma":[0.9957743,0.000247074,0.0006582604,0.00007347351,0.00179719,0.001449674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001857087,0.0001101025,0.9438695,0.00007901606,0.00006350075,0.0003256959,0.001900654,0.0002476876,0.0001339449,0.0003177443,0.02356717,0.02919935],"study_design_scores_gemma":[0.000005201982,0.00001604517,0.9955968,0.00003329607,0.00001352573,0.00009418931,0.001038279,0.0001809193,0.00003395517,0.00001536537,0.002957739,0.00001473325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286645,0.005634469,0.0002362484,0.01293814,0.0001905923,0.0001399474,0.02952629,0.00005702329,0.02261284],"genre_scores_gemma":[0.9870762,0.003026011,0.0002246925,0.001159832,0.0000639374,0.00003819923,0.006316341,0.0000172093,0.002077509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906837,"threshold_uncertainty_score":0.2109067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714300560903224,"score_gpt":0.270014096101155,"score_spread":0.2528710904921227,"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."}}