{"id":"W4302346148","doi":"10.24095/hpcdp.32.1.02f","title":"Le Nova Scotia Prediabetes Project : dépistage en amont et intervention au niveau communautaire pour le prédiabète et le diabète de type 2 non diagnostiqué","year":2011,"lang":"fr","type":"article","venue":"Maladies chroniques et blessures au Canada","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Prediabetes; Humanities; Diabetes mellitus; Type 2 diabetes; Art; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001962993,0.0006683056,0.0008145522,0.0003019661,0.0003008672,0.0001621482,0.0005975276,0.0002975645,0.0004407523],"category_scores_gemma":[0.0005002462,0.0007587372,0.0002283741,0.0003928592,0.0003575284,0.0008583586,0.0004373253,0.0007669554,0.00002987312],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380784,"about_ca_system_score_gemma":0.02349184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9808986,"about_ca_topic_score_gemma":0.992007,"domain_scores_codex":[0.9955974,0.00107537,0.0007402858,0.0006809697,0.0004415922,0.001464438],"domain_scores_gemma":[0.9975791,0.0005318079,0.0004664059,0.0008050657,0.0002830366,0.0003346159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002763954,0.00255667,0.461302,0.008971531,0.001736326,0.0002388845,0.01875778,0.0004512701,0.0004851906,0.03647745,0.4553084,0.01343805],"study_design_scores_gemma":[0.002843125,0.001378861,0.7516684,0.007505734,0.0008166705,0.00001393993,0.01051173,0.00153526,0.01197776,0.0006543953,0.209868,0.00122613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581191,0.008883907,0.0004562358,0.01911975,0.004290417,0.00204366,0.0002085629,0.0002085379,0.1066699],"genre_scores_gemma":[0.9587252,0.001197059,0.001259833,0.001499526,0.0006690985,0.0001368889,0.000680399,0.0001599753,0.035672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2903663,"threshold_uncertainty_score":0.9994864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030026536643097,"score_gpt":0.2781617407365322,"score_spread":0.2578614753701012,"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."}}