{"id":"W3022317796","doi":"10.14740/cr1057","title":"Frontiers in Cardiology Research","year":2020,"lang":"en","type":"editorial","venue":"Cardiology Research","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cardiology; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.05029768,0.0005511722,0.004502157,0.003733874,0.0004294503,0.00006469247,0.001442226,0.005840559,0.0001068226],"category_scores_gemma":[0.5157649,0.0004731456,0.0004936093,0.003521994,0.004189488,0.00008491297,0.001292752,0.03371852,0.001406646],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003432016,"about_ca_system_score_gemma":0.06083248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004485495,"about_ca_topic_score_gemma":0.00002350412,"domain_scores_codex":[0.9689733,0.01234526,0.00109638,0.002144024,0.007609647,0.007831436],"domain_scores_gemma":[0.95603,0.01969925,0.0001111171,0.002491362,0.006049112,0.01561919],"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":[0.002365975,0.00004471762,0.005916569,0.001369052,0.0003460029,0.01596588,0.0001484616,0.000002013508,0.00009896753,0.000027725,0.9658294,0.007885234],"study_design_scores_gemma":[0.002974829,0.002973232,0.001310152,0.0005123258,0.00003763043,0.0001121353,0.000584828,0.00002918388,0.00001460572,0.0006591021,0.9904968,0.0002952279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001162896,0.02004337,0.0001591188,0.04725651,0.8432392,0.005261037,0.0003578453,0.0001721591,0.08234789],"genre_scores_gemma":[0.005796714,0.02032267,0.0002533793,0.0007173045,0.9646985,0.0009651982,0.001282047,0.0002072956,0.005756883],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4654672,"threshold_uncertainty_score":0.999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3825362446425685,"score_gpt":0.5766995250417487,"score_spread":0.1941632803991802,"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."}}