{"id":"W2409958137","doi":"10.2196/mhealth.5328","title":"Bilingual Text4Walking Food Service Employee Intervention Pilot Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychological intervention; Health promotion; Population; Promotion (chess); Psychology; Physical activity; Gerontology; Service (business); Medicine; Physical therapy; Public health; Nursing; Environmental health; Marketing; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001972705,0.0006204034,0.0007658073,0.0003935516,0.001591878,0.0004203383,0.0005694917,0.0006994702,0.008649831],"category_scores_gemma":[0.00173425,0.0004324276,0.0005840108,0.0003385759,0.0003451145,0.0004163264,0.001067889,0.0008550085,0.00122867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006903787,"about_ca_system_score_gemma":0.003649271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783217,"about_ca_topic_score_gemma":0.007938175,"domain_scores_codex":[0.999078,0.0004054791,0.00006750242,0.0001259626,0.0001004526,0.0002225562],"domain_scores_gemma":[0.9986004,0.0002523019,0.0001410845,0.0001113707,0.0002949961,0.0005998886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0867929,0.5074926,0.04184093,0.002772355,0.0003828958,0.002223947,0.02071586,0.0005431183,0.0298887,0.0004855332,0.007534967,0.2993262],"study_design_scores_gemma":[0.1187066,0.5447897,0.2880969,0.0003889467,0.000711435,0.0006719162,0.01473447,0.001546042,0.008407905,0.0005209305,0.02129819,0.0001269341],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948054,0.00005158009,0.000302843,0.0001169467,0.00003495,0.003201188,0.0002496948,0.00003568456,0.001201724],"genre_scores_gemma":[0.9691073,0.000239151,0.005535367,0.0008218985,0.0001124582,0.01925287,0.0006763351,0.00002009114,0.004234473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008649831,"threshold_uncertainty_score":0.02893656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448480443240364,"score_gpt":0.4303429141341167,"score_spread":0.2854948698100803,"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."}}