{"id":"W2924627469","doi":"10.1186/s13643-019-0965-0","title":"Social marketing including financial incentive programs at worksite cafeterias for preventing obesity: a systematic review","year":2019,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Incentive; Social marketing; Psychological intervention; Interactive kiosk; Marketing; Obesity; Environmental health; Nursing; Business","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.02525068,0.00136813,0.0136349,0.0004818255,0.0007828478,0.0007263551,0.001202274,0.0004735036,0.00005858319],"category_scores_gemma":[0.009340198,0.0009348941,0.002547744,0.002417329,0.00003135816,0.0009634568,0.0008688262,0.0004330514,0.001968874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005500786,"about_ca_system_score_gemma":0.000135146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182577,"about_ca_topic_score_gemma":0.00001512364,"domain_scores_codex":[0.9881678,0.001648563,0.007319786,0.001211463,0.0007844128,0.0008679701],"domain_scores_gemma":[0.9822502,0.0008695329,0.01487623,0.001281538,0.0006978062,0.00002475997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005148231,0.00004680423,0.000003375588,0.9699546,0.0002675256,0.000002572973,0.00006051426,1.287307e-8,1.231497e-7,0.0005860404,0.002881129,0.02619214],"study_design_scores_gemma":[0.0001066303,0.000005652645,3.832027e-7,0.6122069,0.009331443,0.00001182177,0.00002277871,0.00001453822,1.658618e-8,0.00005711346,0.3776664,0.0005763893],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003285683,0.9055107,0.0001129245,0.0001230314,0.00116474,0.09233496,0.000008105655,0.0001440859,0.0005981842],"genre_scores_gemma":[0.000002734883,0.9676639,0.0002397808,0.001752453,0.003084682,0.02474764,0.0009038031,0.0002043119,0.001400733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3747852,"threshold_uncertainty_score":0.999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577879463795618,"score_gpt":0.3612568589236057,"score_spread":0.203468912544044,"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."}}