{"id":"W4387410067","doi":"10.1093/eurheartj/ehad253","title":"Limited-resource, limited-guideline? Towards the delivery of appropriate and contextual cardiovascular care across settings","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Guideline; Limited resources; Risk analysis (engineering); Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.08506545,0.0008120501,0.001986122,0.002128222,0.007859785,0.02395364,0.007795407,0.01381868,0.009132824],"category_scores_gemma":[0.1802032,0.00156717,0.001442606,0.00278286,0.0148471,0.027172,0.03334003,0.02042441,0.002565741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01556186,"about_ca_system_score_gemma":0.1143391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03772309,"about_ca_topic_score_gemma":0.06825306,"domain_scores_codex":[0.9290802,0.04624833,0.004320599,0.005232868,0.007040097,0.008077867],"domain_scores_gemma":[0.8493888,0.04881081,0.01267094,0.01621132,0.0199734,0.05294473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002331584,0.001414352,0.05662221,0.003220749,0.0007241473,0.002599016,0.05186818,0.002734308,0.00171977,0.2133996,0.3052043,0.3602602],"study_design_scores_gemma":[0.0004656089,0.0007576984,0.05376719,0.01668171,0.0004571899,0.001891021,0.09327568,0.004986675,0.001395879,0.5065683,0.3192126,0.0005404513],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01339115,0.003217964,0.01452596,0.9561657,0.001112294,0.0001537067,0.0001324908,0.0001713831,0.01112934],"genre_scores_gemma":[0.5843943,0.007441145,0.07053445,0.3297254,0.002312024,0.001265134,0.0004512099,0.0004004305,0.003475968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08506545,"threshold_uncertainty_score":0.4498745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06105502622250275,"score_gpt":0.3294115584775165,"score_spread":0.2683565322550138,"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."}}