{"id":"W4206667606","doi":"10.1097/med.0000000000000534","title":"Editorial introduction","year":2020,"lang":"en","type":"article","venue":"Current Opinion in Endocrinology Diabetes and Obesity","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Medicine; Library science; Family medicine; Internal medicine; Gerontology; Medical education; 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":[0.003541371,0.001848649,0.001612934,0.003254237,0.00206997,0.007177735,0.002599464,0.006017664,0.1929285],"category_scores_gemma":[0.02841629,0.0006106406,0.001946001,0.001023261,0.001254042,0.004166282,0.002088061,0.007376642,0.1042909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270746,"about_ca_system_score_gemma":0.003752559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009234815,"about_ca_topic_score_gemma":0.001381907,"domain_scores_codex":[0.9958573,0.0005915608,0.000443717,0.000774089,0.001911345,0.0004219273],"domain_scores_gemma":[0.9771741,0.004076063,0.001533729,0.0008762651,0.01278809,0.003551806],"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":[0.00001626896,0.000006183559,0.00002488016,0.0001754644,0.000004707364,0.00006526311,0.00001299917,0.00001271793,0.00003758648,0.0003740891,0.986993,0.01227692],"study_design_scores_gemma":[0.0000194998,0.00001481571,0.0001055268,0.00044427,0.00001002977,0.0002169647,0.00003561035,0.00003164346,0.00006077285,0.0008716158,0.9981802,0.000009080669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007516246,0.004898309,0.0002607253,0.03694426,0.9454245,0.00004737942,0.0002701263,0.0001854804,0.0118941],"genre_scores_gemma":[0.001494022,0.007905083,0.0003717783,0.04148787,0.8958411,0.00007008559,0.0005713233,0.0001903903,0.05206832],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1929285,"threshold_uncertainty_score":0.64541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514354601744041,"score_gpt":0.2798838373801246,"score_spread":0.2547402913626842,"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."}}