{"id":"W2329955121","doi":"10.1016/j.jcjd.2015.01.135","title":"The Role of Knowledge Brokers in Preventing Weight Gain Among High School Students","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Compass; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003258532,0.0001139826,0.000349111,0.0002680144,0.0004837301,0.00001481921,0.0004153167,0.0001026457,0.00004261433],"category_scores_gemma":[0.002589387,0.0000807508,0.00006310136,0.0002683745,0.0001281964,0.0001392876,0.00004598871,0.0007103743,0.00003760427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004069766,"about_ca_system_score_gemma":0.004444261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006313606,"about_ca_topic_score_gemma":0.1359125,"domain_scores_codex":[0.9972759,0.000729269,0.0008952325,0.00009241562,0.0002342086,0.0007729836],"domain_scores_gemma":[0.9969373,0.0006536152,0.0005134291,0.0001529633,0.0004399199,0.00130277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000034482,0.00001405081,0.9869233,0.00006692048,0.00004128917,0.000002534229,0.003853146,0.000004682498,0.000004800637,0.0001330375,0.007175442,0.001777348],"study_design_scores_gemma":[0.0009378799,0.0000963786,0.9494172,0.0008891736,0.00001856055,1.672195e-7,0.01168566,0.0000172496,0.00003001849,0.001057245,0.03576702,0.00008346849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983492,0.01001965,4.089278e-7,0.0006586706,0.001078946,0.0002845666,0.00000942459,0.000003478454,0.004452901],"genre_scores_gemma":[0.9984744,0.00005465462,0.00003837026,0.0001762165,0.0005144847,0.00001730319,8.69494e-7,0.00001612123,0.0007075759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295989,"threshold_uncertainty_score":0.9544325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668373643971979,"score_gpt":0.3544310039333712,"score_spread":0.3277472674936515,"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."}}