{"id":"W2971770244","doi":"10.2196/11543","title":"Motivation Predicts Change in Nurses’ Physical Activity Levels During a Web-Based Worksite Intervention: Results From a Randomized Trial","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Montfort Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Randomized controlled trial; Intervention (counseling); Physical activity; Psychology; Web application; Behavior change; Physical therapy; Medicine; Applied psychology; Clinical psychology; Nursing; Computer science; World Wide Web; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007509043,0.00169174,0.003509971,0.0006121297,0.0007190192,0.001566323,0.001397338,0.002740327,0.004973089],"category_scores_gemma":[0.01172357,0.001016811,0.003693839,0.0006386056,0.001266999,0.00127549,0.0009254991,0.002622883,0.0007367602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256546,"about_ca_system_score_gemma":0.001867837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848036,"about_ca_topic_score_gemma":0.002858195,"domain_scores_codex":[0.9941663,0.003977954,0.0004676339,0.0006019589,0.000421583,0.0003646112],"domain_scores_gemma":[0.9915351,0.004625979,0.001627606,0.0006528752,0.0005302698,0.001028162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9448025,0.03564028,0.003737753,0.0007158835,0.00280409,0.00001826601,0.0001183787,0.0002640427,0.0003792195,0.00003970582,0.0002893241,0.01119061],"study_design_scores_gemma":[0.8544284,0.1274911,0.01287911,0.0001305896,0.002953395,0.0000117857,0.00005877257,0.00130521,0.0003374843,0.0001201222,0.0002551239,0.00002895881],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934238,0.001031964,0.0004761912,0.0002356333,0.0003111784,0.003561554,0.0003098299,0.00006023753,0.0005894865],"genre_scores_gemma":[0.9849261,0.001014407,0.001906162,0.0002932641,0.0004305988,0.009767422,0.00040506,0.00001805086,0.001238944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007509043,"threshold_uncertainty_score":0.03971207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691254575625932,"score_gpt":0.4661402649379827,"score_spread":0.2970148073753895,"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."}}