{"id":"W2123150132","doi":"10.1177/1359105312449194","title":"The role and influence of ‘Champions’ in a community-based lifestyle risk modification programme","year":2012,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Community Health and Development","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Lifestyle modification; Psychology; Gerontology; Medicine; Environmental health; Obesity","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01744785,0.00009955353,0.0003673068,0.0002397128,0.00129662,0.000003585552,0.0002891809,0.0001492379,0.000006192816],"category_scores_gemma":[0.001133316,0.00007033482,0.0000345976,0.0002862694,0.000146125,0.0001122989,0.00006272049,0.002450886,0.000008697432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672002,"about_ca_system_score_gemma":0.001054035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187671,"about_ca_topic_score_gemma":0.0007576839,"domain_scores_codex":[0.9897915,0.007681064,0.001609832,0.00006106987,0.0001842821,0.0006722388],"domain_scores_gemma":[0.9943088,0.0027723,0.001880233,0.0004152242,0.0003022001,0.0003212545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002853945,0.0004806487,0.9309135,0.0002630001,0.000009471702,2.885853e-7,0.01564988,0.00002162053,0.00001999133,0.0003337562,0.0007927546,0.05122969],"study_design_scores_gemma":[0.001366184,0.0004342425,0.8931803,0.0002252409,0.000004001164,0.000012454,0.004177141,0.00002389042,0.000001622755,0.002068217,0.09845694,0.00004981569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713755,0.00348801,0.0002199037,0.02365914,0.0003478,0.0006106357,0.000003956636,0.000008478592,0.000286537],"genre_scores_gemma":[0.9860424,0.002271634,0.0017506,0.009799318,0.00006230674,0.00005023032,0.000002961255,0.00001007044,0.00001048915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09766418,"threshold_uncertainty_score":0.9998505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287265275816604,"score_gpt":0.5079644812505748,"score_spread":0.3792379536689143,"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."}}