{"id":"W3135074739","doi":"10.3390/nursrep11010014","title":"Technology-Enhanced Health Promotion for College Students: A Seed Development Project","year":2021,"lang":"en","type":"article","venue":"Nursing Reports","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Health promotion; Intervention (counseling); Promotion (chess); Psychology; Psychological intervention; Feeling; Tracking (education); Gerontology; Population; Medical education; Medicine; Public health; Pedagogy; Environmental health; Nursing; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001551779,0.000209986,0.0004847089,0.0002630453,0.002296289,0.00001148233,0.0001269419,0.0003250136,0.00004417461],"category_scores_gemma":[0.0005497206,0.0002137754,0.00005875315,0.0009406161,0.00005867275,0.00007586454,0.00005193762,0.0005034715,0.00002830513],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512245,"about_ca_system_score_gemma":0.01088829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002382452,"about_ca_topic_score_gemma":0.0001567697,"domain_scores_codex":[0.9959292,0.0002094281,0.001614985,0.0007528811,0.0004149155,0.001078529],"domain_scores_gemma":[0.9971274,0.0001378255,0.0009866948,0.0006617329,0.0007767495,0.0003096084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003542729,0.007616872,0.08614236,0.009000009,0.0001516857,0.0001654631,0.0187229,0.0000080157,0.004367267,0.01405901,0.2201729,0.6392393],"study_design_scores_gemma":[0.002706804,0.0005261686,0.03555289,0.005172526,0.00004395662,0.0002629942,0.01002521,0.00003979608,0.003702413,0.009532268,0.9319173,0.0005176802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7143532,0.003764853,0.0750023,0.09884153,0.01066018,0.07419136,0.0001518583,0.003185942,0.01984879],"genre_scores_gemma":[0.8195994,0.0002319197,0.08162937,0.003516666,0.0006160417,0.07736295,0.0007338757,0.0001388414,0.01617085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7117444,"threshold_uncertainty_score":0.9990026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06853907851095305,"score_gpt":0.4892703198124931,"score_spread":0.4207312413015401,"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."}}