{"id":"W2082692974","doi":"10.1016/j.athoracsur.2010.04.009","title":"Financial Consequences of Implementing a Partner-in-Care in Cardiac Surgery","year":2010,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Referral; Workload; Bypass grafting; Artery; Emergency medicine; Internal medicine; Cardiology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007373552,0.0003189332,0.0005154012,0.0007883666,0.00188092,0.004416864,0.001388662,0.006178295,0.008090948],"category_scores_gemma":[0.04813688,0.0004443103,0.0009031477,0.001245686,0.002351596,0.002437,0.003200755,0.005003272,0.0003195288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005673616,"about_ca_system_score_gemma":0.006180474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.018847,"about_ca_topic_score_gemma":0.02583874,"domain_scores_codex":[0.9887499,0.005866669,0.0006754654,0.0003987683,0.0006588158,0.003650494],"domain_scores_gemma":[0.944568,0.02260648,0.01502599,0.001011554,0.002694558,0.01409345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004668945,0.00659045,0.7770531,0.0002621603,0.0005372092,0.004190839,0.0007483503,0.06072199,0.0009478657,0.0699679,0.01691462,0.05739655],"study_design_scores_gemma":[0.001942596,0.007108878,0.7328516,0.0006210854,0.001043828,0.004875537,0.01718406,0.1329167,0.002781599,0.08300973,0.01528604,0.0003782611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158016,0.001171794,0.001870317,0.06846625,0.0003271317,0.0001171002,0.0007173357,0.000040162,0.01148832],"genre_scores_gemma":[0.997934,0.0001658793,0.0001360027,0.00112198,0.00009002555,0.00001306195,0.00007488805,0.000002402883,0.0004616459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018847,"threshold_uncertainty_score":0.04116517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1796792040317433,"score_gpt":0.3869328529870488,"score_spread":0.2072536489553056,"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."}}