{"id":"W1704871987","doi":"10.2196/med20.4116","title":"Using the Internet to Support Exercise and Diet: A Stratified Norwegian Survey","year":2015,"lang":"en","type":"article","venue":"Medicine 2 0","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Norwegian; The Internet; Psychological intervention; Socioeconomic status; Educational attainment; Demography; Stratified sampling; Population; Psychology; Gerontology; Medicine; Geography; Environmental health; Sociology; World Wide Web; Nursing; Computer science; Political science","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":[0.001513873,0.0003987728,0.0003811983,0.0008312771,0.0006723285,0.0005872868,0.0004636764,0.0005184883,0.002138215],"category_scores_gemma":[0.00127873,0.0005873842,0.0007965697,0.001839083,0.0004429876,0.0005772441,0.000882561,0.0003836078,0.001029448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348872,"about_ca_system_score_gemma":0.001543143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1589495,"about_ca_topic_score_gemma":0.1626562,"domain_scores_codex":[0.9990928,0.0001905863,0.0001270212,0.0001727684,0.0001932791,0.0002236354],"domain_scores_gemma":[0.9991953,0.00007433478,0.0003032215,0.00007574194,0.0001562169,0.0001951745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039588,0.0001569543,0.9941797,0.00005552335,0.00004556172,0.000175393,0.001417903,0.00007437771,0.0004498281,0.00003422894,0.001261101,0.002045465],"study_design_scores_gemma":[0.00001463058,0.0001392614,0.9975429,0.00002044131,0.00001504214,0.00006164166,0.001238573,0.00008703194,0.00002722956,0.00001313268,0.0008320486,0.000008148188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991646,0.0001178562,0.0001764276,0.00007010114,0.00001026799,0.0001698002,0.007083756,0.000006342687,0.0007195015],"genre_scores_gemma":[0.9877347,0.0005012791,0.0007724735,0.000289169,0.00001709796,0.0005324491,0.008397717,0.000009894961,0.001745257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589495,"threshold_uncertainty_score":0.3160487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2514173326501636,"score_gpt":0.4943143996783959,"score_spread":0.2428970670282322,"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."}}