{"id":"W4241514636","doi":"10.1051/medsci/20031989773","title":"Diabète","year":2003,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001158971,0.0002535905,0.0004109376,0.0001249101,0.0003426246,0.00006109164,0.0002845126,0.0001340006,0.005534156],"category_scores_gemma":[0.001160192,0.0001825649,0.0001544361,0.001038464,0.001896866,0.0001648584,0.00004941296,0.0002625384,0.001578177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001697935,"about_ca_system_score_gemma":0.000258405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006102098,"about_ca_topic_score_gemma":0.000007346674,"domain_scores_codex":[0.9973593,0.0002402885,0.0003354209,0.0005979532,0.0005230178,0.0009439907],"domain_scores_gemma":[0.9990191,0.0003177044,0.00008374881,0.0002255159,0.00004016842,0.0003137951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002923831,0.001281103,0.1008889,0.0001028604,0.0000480364,0.0001436642,0.0001569525,0.0001747442,0.002477454,0.7900841,0.02821028,0.07640267],"study_design_scores_gemma":[0.001381172,0.001217756,0.02316135,0.00008423025,0.0001080517,0.0001014622,0.0003070487,0.000116161,0.001087275,0.02306646,0.9491217,0.0002473846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3693781,0.0804,0.0002616247,0.01910961,0.006472251,0.0003213522,0.00000892524,0.00007511206,0.523973],"genre_scores_gemma":[0.9004686,0.004781305,0.002009452,0.01179876,0.0008498828,0.00002024394,0.000001526376,0.00002068817,0.08004953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9209114,"threshold_uncertainty_score":0.9991992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04797060072428321,"score_gpt":0.3137774827889611,"score_spread":0.2658068820646779,"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."}}