{"id":"W2798752389","doi":"10.1007/978-1-60761-219-3","title":"Encyclopedia of Heart Diseases","year":2011,"lang":"en","type":"book","venue":"Humana Press eBooks","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Encyclopedia; Ideal (ethics); Dual (grammatical number); Computer science; World Wide Web; Medicine; Library science; Information retrieval; Data science; Art; Philosophy; Literature; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009857352,0.0003165099,0.001037922,0.0001566545,0.00005618527,0.0000057783,0.0001395533,0.0003437446,0.0001924171],"category_scores_gemma":[0.00002955818,0.0002640058,0.0008142678,0.000006319552,0.0001973898,0.00001676146,0.0000884353,0.0004118719,0.00003124871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007111955,"about_ca_system_score_gemma":0.0006720361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003990504,"about_ca_topic_score_gemma":0.0000214005,"domain_scores_codex":[0.9983238,0.00004595414,0.0004620737,0.0003761722,0.0004757257,0.0003162888],"domain_scores_gemma":[0.9983256,0.0000444525,0.0001872338,0.0009347558,0.0001281261,0.0003798276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007193034,0.0002396225,0.00033343,0.01156153,0.002341649,0.000398262,0.001617213,7.112083e-7,0.000006856355,0.01642257,0.8325946,0.1337643],"study_design_scores_gemma":[0.0006816963,0.0001432414,0.002383026,0.0005497267,0.001266337,0.00002681367,0.000003909699,4.397044e-7,0.00005590415,0.000474828,0.9941885,0.000225565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001606897,0.04902008,0.000005832892,0.000003980836,0.0004472046,0.0008561856,0.0001186123,0.00009184248,0.9492956],"genre_scores_gemma":[0.000766728,0.006077853,0.00006828539,0.0001621623,0.0010614,0.0000475445,0.0001698067,0.00009945739,0.9915468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1615939,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0474844068561158,"score_gpt":0.2820150467133714,"score_spread":0.2345306398572556,"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."}}