{"id":"W1879171543","doi":"","title":"ATENCIÓN MULTIDISCIPLINARIA, ALTERNATIVA CONTRA LA DIABETES. MÉXICO, ENTRE LOS 10 PAÍSES CON MÁS CASOS","year":2009,"lang":"es","type":"article","venue":"Gaceta UNAM (2000-2009)","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; 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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002305969,0.001492321,0.00233477,0.0005216578,0.002715428,0.0001810941,0.001006255,0.001434485,0.004565356],"category_scores_gemma":[0.001871746,0.00133746,0.0005168979,0.000895139,0.0006021953,0.0005235093,0.0004649086,0.002721876,0.003874454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125633,"about_ca_system_score_gemma":0.003419122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170502,"about_ca_topic_score_gemma":0.0004934945,"domain_scores_codex":[0.9872286,0.002810194,0.002674903,0.001766508,0.001235635,0.004284136],"domain_scores_gemma":[0.9916835,0.002724862,0.00129637,0.001567359,0.0008628839,0.001865069],"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":[0.001329337,0.003766076,0.52463,0.006105699,0.00123695,0.001037659,0.03489259,0.0001723434,0.0007560509,0.005726423,0.3129928,0.1073541],"study_design_scores_gemma":[0.009610807,0.001261125,0.4716272,0.003864046,0.0005992211,0.00002519871,0.004141123,0.003165036,0.000240603,0.0006313989,0.5027727,0.002061534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8166375,0.06199181,0.0001453398,0.03381246,0.006489969,0.007496038,0.003560189,0.001036952,0.06882973],"genre_scores_gemma":[0.9388252,0.007084198,0.0003098793,0.006363969,0.004071258,0.0002646739,0.0002469137,0.0001856775,0.04264819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1897799,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801826310158939,"score_gpt":0.358620654174422,"score_spread":0.3306023910728326,"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."}}