{"id":"W2909677738","doi":"10.17802/2306-1278-2018-7-4-92-100","title":"SCREENING IN CARDIOLOGY","year":2018,"lang":"en","type":"article","venue":"Complex Issues of Cardiovascular Diseases","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Process (computing); Family medicine; Environmental health; Intensive care medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002901251,0.0005154939,0.0006866997,0.001867886,0.001325717,0.002497715,0.0006839529,0.004138888,0.01484503],"category_scores_gemma":[0.01000983,0.0002090634,0.0003403409,0.001376731,0.002942918,0.002532058,0.001933886,0.006039925,0.006528039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750695,"about_ca_system_score_gemma":0.004204771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002273221,"about_ca_topic_score_gemma":0.006103925,"domain_scores_codex":[0.9971589,0.001109651,0.0002961059,0.0002599953,0.0009101075,0.0002653562],"domain_scores_gemma":[0.9927076,0.002938294,0.0006939189,0.0003935887,0.001495055,0.001771495],"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":[0.00003686022,0.00009863178,0.002890629,0.001683626,0.00001732012,0.0008610488,0.0009504632,0.0001048601,0.0003565204,0.0297977,0.493076,0.4701264],"study_design_scores_gemma":[0.00001202924,0.00006860211,0.006800154,0.004817631,0.00001318435,0.00514467,0.0006193793,0.00004222251,0.00006099527,0.01582326,0.9665772,0.00002084429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.001606622,0.6502095,0.002906096,0.1762609,0.03760647,0.00007794347,0.0001161217,0.0001987733,0.1310175],"genre_scores_gemma":[0.03797507,0.7083692,0.007249332,0.1182971,0.07263494,0.000142938,0.0002435475,0.0001046798,0.05498317],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01484503,"threshold_uncertainty_score":0.04966152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05270226802747899,"score_gpt":0.3493483987839133,"score_spread":0.2966461307564343,"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."}}