{"id":"W4240502820","doi":"10.1111/1753-0407.12290","title":"Journal of Diabetes News","year":2015,"lang":"fr","type":"article","venue":"Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Citation; Medicine; Family medicine; Quarter (Canadian coin); Library science; Gerontology; Computer science; History","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005840912,0.0003696053,0.00144365,0.001084105,0.0000698426,0.0002104431,0.0008126352,0.0002644506,0.0007385481],"category_scores_gemma":[0.003357214,0.0002749512,0.0007753563,0.0007378855,0.0004496981,0.001039879,0.0002150187,0.001390941,0.0002091121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561922,"about_ca_system_score_gemma":0.0009914188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002185261,"about_ca_topic_score_gemma":0.000001843442,"domain_scores_codex":[0.9941631,0.0004884144,0.001934083,0.0001785556,0.002032131,0.001203695],"domain_scores_gemma":[0.9930438,0.0006195093,0.001961584,0.0003510012,0.002600394,0.001423666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000857394,0.001082323,0.528696,0.0008674162,0.002008012,0.0002012778,0.0005109702,0.0001492751,0.003216849,0.0002503907,0.3053268,0.1576049],"study_design_scores_gemma":[0.01921293,0.02106531,0.07999711,0.01202499,0.00456917,0.00004389052,0.004744051,0.001650754,0.01751136,0.01023756,0.8280018,0.0009410871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175673,0.1505192,0.00003659521,0.01429414,0.01037147,0.0002054252,0.000008162702,0.000007758776,0.006989915],"genre_scores_gemma":[0.9560909,0.001797566,0.002614509,0.001174731,0.01591691,0.000002176389,0.0000039871,0.0001087327,0.02229044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.522675,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04272864383917342,"score_gpt":0.3152953537057376,"score_spread":0.2725667098665642,"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."}}