{"id":"W2795750383","doi":"10.1161/circ.137.suppl_1.p171","title":"Abstract P171: The “Hub and Spoke” Model of Heart Function Care Achieves Quality Index Markers","year":2018,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Waterloo; McMaster University; Ontario Stroke Network; Queen's University","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Etiology; Population; Health care; Retrospective cohort study; Emergency medicine; Internal medicine; Pediatrics; Cardiology","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":[0.002517813,0.0005241308,0.0002634892,0.0005418391,0.0011471,0.002637394,0.0008653096,0.0008354508,0.01473941],"category_scores_gemma":[0.005128914,0.0002026012,0.00044927,0.0009122447,0.001887859,0.001515713,0.002270552,0.001032174,0.002024846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00760221,"about_ca_system_score_gemma":0.01737651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08795249,"about_ca_topic_score_gemma":0.07892253,"domain_scores_codex":[0.9983668,0.0006292483,0.00003751631,0.0003036644,0.000377867,0.0002849669],"domain_scores_gemma":[0.9967187,0.0006104081,0.0006558861,0.0002277055,0.0007987063,0.0009885986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008898102,0.001050155,0.5536686,0.0006763643,0.0003007198,0.0003598259,0.002954052,0.01165175,0.001435042,0.1422241,0.1311443,0.1536453],"study_design_scores_gemma":[0.0005671377,0.001711018,0.7358764,0.0007521703,0.0002231915,0.0006951971,0.00382083,0.06313465,0.0009779572,0.110823,0.0813432,0.00007521641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5227041,0.002253617,0.09979296,0.08949699,0.0004095333,0.002473562,0.009625135,0.000876343,0.2723678],"genre_scores_gemma":[0.9839701,0.000436613,0.006291,0.001031569,0.00007476074,0.0003133659,0.0006483363,0.00003606164,0.007198096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08795249,"threshold_uncertainty_score":0.1748811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102735770946616,"score_gpt":0.3018372704436356,"score_spread":0.2708099127341694,"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."}}