{"id":"W110352512","doi":"","title":"Abstract 13165: The Evolving Economic Burden of Heart Failure In Alberta","year":2010,"lang":"en","type":"article","venue":"Circulation","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001439743,0.00006422209,0.0001450613,0.0000586632,0.0002155522,0.0000088147,0.00009036819,0.0001872736,0.001141434],"category_scores_gemma":[0.0004604084,0.00004905993,0.0000331149,0.00006826567,0.00001956818,0.0002568878,0.00001878626,0.0006019491,0.0003445238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006502364,"about_ca_system_score_gemma":0.0002720148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04780486,"about_ca_topic_score_gemma":0.06182768,"domain_scores_codex":[0.9988291,0.0002858998,0.0004767397,0.0001325036,0.00008525087,0.0001905142],"domain_scores_gemma":[0.9978953,0.001432718,0.0002897152,0.0002790515,0.00005857999,0.00004464547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009240344,0.000009297379,0.9707705,0.000247139,0.000008073191,3.079485e-7,0.008191408,0.0003987956,0.01009846,0.005742057,0.002830695,0.001694008],"study_design_scores_gemma":[0.0001686351,0.000003418881,0.8994928,0.00009216648,0.000002946804,0.000001280936,0.001305644,0.001540428,0.00001232278,0.0004110504,0.09691632,0.00005295735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728666,0.00003265535,0.000006523841,0.01694119,0.0008208322,0.0004995182,0.000003416125,0.00001154296,0.008817714],"genre_scores_gemma":[0.999126,0.000002382595,0.0000805902,0.0001044854,0.0005348412,0.00003135476,0.000007715775,0.00001117456,0.0001015231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09408563,"threshold_uncertainty_score":0.9997717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05635347140907736,"score_gpt":0.4111023646384296,"score_spread":0.3547488932293522,"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."}}