{"id":"W4223598340","doi":"10.3390/healthcare10040700","title":"Application of the IDEAS Framework in Adapting a Web-Based Physical Activity Intervention for Young Adult College Students","year":2022,"lang":"en","type":"article","venue":"Healthcare","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of Louisville","keywords":"Interactivity; Psychological intervention; Accountability; Psychology; Social media; Intervention (counseling); Behavior change; Intervention mapping; Applied psychology; Process (computing); Medical education; Computer science; Health promotion; Multimedia; Social psychology; World Wide Web; Public health; Medicine; Nursing","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":[0.001411909,0.0001557941,0.0003652557,0.0001308019,0.001699779,0.000003049879,0.000457014,0.000154853,0.0000270867],"category_scores_gemma":[0.0003830904,0.0001427249,0.0001582944,0.0008666299,0.00004058544,0.00004879901,0.0002219147,0.001273896,0.000007606867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009398744,"about_ca_system_score_gemma":0.00115845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004862701,"about_ca_topic_score_gemma":0.00590038,"domain_scores_codex":[0.9963222,0.001308353,0.0007571331,0.0004287216,0.0005569279,0.0006266575],"domain_scores_gemma":[0.9970861,0.000951981,0.0008282616,0.0006283313,0.0003174683,0.0001878607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001001269,0.001986793,0.8484231,0.005779839,0.00001170742,4.717783e-7,0.002431323,0.0002784269,0.000148732,0.1048028,0.001755224,0.03338029],"study_design_scores_gemma":[0.00803373,0.0008544507,0.8464094,0.001408014,0.00004687158,0.00000199822,0.01160612,0.07799708,0.00007711133,0.01745234,0.03571021,0.0004026198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668105,0.0001192487,0.005778973,0.01188615,0.0006373566,0.01380501,0.0007793827,0.00008070306,0.0001027023],"genre_scores_gemma":[0.9309669,0.00001215807,0.0004823817,0.002088752,0.0001747492,0.06610986,0.00005374915,0.00003386021,0.00007762593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08735046,"threshold_uncertainty_score":0.9995999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275283310217391,"score_gpt":0.4600817211178059,"score_spread":0.417328888015632,"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."}}