{"id":"W4251372763","doi":"10.1111/jdi.12504","title":"Preface","year":2016,"lang":"en","type":"article","venue":"Journal of Diabetes Investigation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Attendance; Medicine; Banquet; Library science; Gerontology; Environmental ethics; Art history; History; Political science; Law; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002248258,0.00006980406,0.0001636848,0.0001208495,0.00001761994,0.00001071974,0.0000488682,0.00003026579,0.00007068195],"category_scores_gemma":[0.0001715608,0.00003777817,0.00007865488,0.00008779479,0.00005708137,0.0002381064,0.00001407902,0.00004222183,0.00004053285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007369222,"about_ca_system_score_gemma":0.00004513192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.623634e-7,"about_ca_topic_score_gemma":1.283906e-7,"domain_scores_codex":[0.9993279,0.00002134867,0.0002504125,0.0000631544,0.0002165532,0.0001206403],"domain_scores_gemma":[0.9993662,0.00005464305,0.0002186347,0.0001022466,0.0001305159,0.0001277463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001985583,0.0001048215,0.7242987,0.00006909798,0.0003157191,0.000008458132,0.0001091001,0.000002241787,0.1801288,0.00109192,0.01418213,0.07966917],"study_design_scores_gemma":[0.005015121,0.00208557,0.5541326,0.001310272,0.0006661581,0.00000806031,0.00004368888,0.00003935574,0.3941424,0.01162221,0.03075613,0.0001784188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919825,0.0002262274,0.0001113822,0.005784937,0.0001964666,0.0001053592,7.730758e-7,0.00001532054,0.001577045],"genre_scores_gemma":[0.9950615,0.00003516225,0.002568583,0.0005931442,0.0001885044,0.000002815623,0.000001400194,0.000009127391,0.001539742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2140136,"threshold_uncertainty_score":0.1540549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692167924619046,"score_gpt":0.2421647102858861,"score_spread":0.2252430310396957,"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."}}