{"id":"W7042564542","doi":"","title":"The Prediabetes Detection and Physical Activity Intervention Delivery (PRE-PAID) Project","year":2016,"lang":"en","type":"other","venue":"YorkSpace (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Trillium Foundation","keywords":"Prediabetes; Glycemic; Glycated hemoglobin; Aerobic exercise; Type 2 diabetes; Psychological intervention; Physical fitness; Intervention (counseling); Physical activity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003654707,0.0004360471,0.0004564343,0.0004161851,0.001063178,0.001033276,0.001076375,0.0006898406,0.007540982],"category_scores_gemma":[0.003780167,0.0003277933,0.0004346077,0.0003856672,0.0004496483,0.0005229673,0.002784872,0.001811885,0.001899335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513237,"about_ca_system_score_gemma":0.008426094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01938857,"about_ca_topic_score_gemma":0.01520447,"domain_scores_codex":[0.9980705,0.001119605,0.00004806318,0.0001720591,0.0002416119,0.0003480687],"domain_scores_gemma":[0.997517,0.0003690133,0.0001820572,0.0001987666,0.0003218019,0.001411444],"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":[0.02477345,0.0371701,0.1433683,0.001371131,0.0003699783,0.0005551717,0.003474811,0.0007695498,0.003511108,0.006072153,0.1591924,0.6193718],"study_design_scores_gemma":[0.02389138,0.03543627,0.7972168,0.001521327,0.000516469,0.000594068,0.006095928,0.003664328,0.002678259,0.004090944,0.1241725,0.0001217989],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8685393,0.00170555,0.00692873,0.01119104,0.0009591773,0.02563101,0.0386958,0.0005068282,0.04584258],"genre_scores_gemma":[0.7777172,0.003432559,0.04090204,0.01025266,0.0004192075,0.06697218,0.03773311,0.0002590633,0.062312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01938857,"threshold_uncertainty_score":0.03855139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009429574217200046,"score_gpt":0.2212174319008223,"score_spread":0.2117878576836223,"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."}}