{"id":"W2944020032","doi":"10.15353/cjo.73.589","title":"Diabetes meds: some things old, some things new Les antidiabétiques : du vieux, du neuf","year":2011,"lang":"fr","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009412599,0.001995311,0.005070022,0.01604814,0.00130112,0.001245094,0.003700546,0.001855173,0.004282396],"category_scores_gemma":[0.004746806,0.001993208,0.004201923,0.004383671,0.002019482,0.01216745,0.0001370213,0.005713745,0.0002322397],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004296235,"about_ca_system_score_gemma":0.02299213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2791534,"about_ca_topic_score_gemma":0.007493908,"domain_scores_codex":[0.9851718,0.001160817,0.00486978,0.001068333,0.002733668,0.004995623],"domain_scores_gemma":[0.9680419,0.0006855387,0.004188617,0.001462076,0.003746717,0.02187513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001483582,0.0002277861,0.8204011,0.0009760146,0.007305478,0.0144347,0.005679638,0.00007153953,0.00009102651,0.0002328506,0.06729707,0.08313443],"study_design_scores_gemma":[0.006317425,0.002092235,0.7978318,0.007619518,0.004554799,0.00913745,0.003933581,0.00008145499,0.003889478,0.0002077463,0.1620381,0.002296372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7446237,0.2249118,0.0003478198,0.01302076,0.01470507,0.000739009,0.00025905,0.00003509242,0.001357656],"genre_scores_gemma":[0.9522951,0.01376119,0.0049708,0.008335253,0.01749565,0.000009207624,0.00002528036,0.0005225996,0.002584917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2716595,"threshold_uncertainty_score":0.999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159746487806476,"score_gpt":0.2521982759765204,"score_spread":0.2362236271958728,"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."}}