{"id":"W1878753056","doi":"","title":"Lifestyle intervention or treatment with metformin. Which delays onset of type 2 diabetes?","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Diet and metabolism studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Metformin; Type 2 diabetes; Medicine; Intervention (counseling); Diabetes mellitus; Internal medicine; Bioinformatics; Gerontology; Pediatrics; Endocrinology; Psychiatry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001374868,0.0003587397,0.001407708,0.0005231338,0.00045755,0.0008207529,0.0005075901,0.001419341,0.006521807],"category_scores_gemma":[0.004499518,0.0002410799,0.001709284,0.0008314406,0.0002817148,0.000613464,0.0002903953,0.001090989,0.0003736718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639407,"about_ca_system_score_gemma":0.001152216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596508,"about_ca_topic_score_gemma":0.006409242,"domain_scores_codex":[0.9991352,0.0004674947,0.0001359171,0.0001078089,0.00008323267,0.00007037144],"domain_scores_gemma":[0.9982896,0.0009126806,0.0004052267,0.00006462922,0.00008624509,0.0002415028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.256124,0.007725482,0.1389736,0.03126268,0.01546403,0.000882855,0.0004986899,0.0001605073,0.006075664,0.001720345,0.0109345,0.5301776],"study_design_scores_gemma":[0.09220978,0.09485898,0.6373705,0.01577246,0.08621094,0.001588465,0.001611935,0.0004005464,0.004923606,0.004089633,0.06083617,0.0001269705],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5859307,0.3653878,0.0008216266,0.02047626,0.006982198,0.000489241,0.002032654,0.0000769548,0.01780265],"genre_scores_gemma":[0.8687462,0.116233,0.001503622,0.0069676,0.002607234,0.0002148121,0.00066318,0.00001711582,0.003047357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006521807,"threshold_uncertainty_score":0.02181768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645201742290992,"score_gpt":0.2600387171275721,"score_spread":0.2335866997046622,"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."}}