{"id":"W2319451201","doi":"10.1016/j.cjca.2013.07.774","title":"St. Paul's Hospital Heart Function Clinic Pathway: An Introduction","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Care pathway; Heart failure; Function (biology); Critical pathways; Clinical pathway; Quality (philosophy); Quality management; Medical emergency; Intensive care medicine; Nursing; Operations management; Health care; Cardiology; Process management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007249461,0.001097625,0.0007741223,0.002463084,0.002601767,0.004433077,0.002054688,0.004289982,0.01181464],"category_scores_gemma":[0.01518639,0.000921546,0.001084101,0.002225194,0.000768695,0.005314468,0.002434821,0.005615769,0.003839543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007117286,"about_ca_system_score_gemma":0.02603129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0215915,"about_ca_topic_score_gemma":0.07400794,"domain_scores_codex":[0.9944645,0.002032323,0.001337364,0.0003172692,0.001359975,0.0004885746],"domain_scores_gemma":[0.9906501,0.001857826,0.001094105,0.0002204305,0.003709167,0.002468405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001688835,0.00143513,0.01463888,0.0050942,0.00008146555,0.002473386,0.003533752,0.001972917,0.001183872,0.02442352,0.3828261,0.5621679],"study_design_scores_gemma":[0.0003134861,0.00118701,0.0348883,0.02379922,0.0001575418,0.003756434,0.005332469,0.00355134,0.001134461,0.01980612,0.905826,0.0002476462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02340753,0.04366888,0.06328164,0.7493339,0.008199753,0.01030341,0.004342191,0.002403297,0.09505953],"genre_scores_gemma":[0.1356273,0.1627927,0.5495048,0.09794624,0.007406656,0.009853312,0.005629611,0.0006908897,0.03054845],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0215915,"threshold_uncertainty_score":0.0516398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08121267256433415,"score_gpt":0.3738724714666606,"score_spread":0.2926597989023264,"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."}}