{"id":"W2990107983","doi":"10.2196/15487","title":"Effectiveness of the ColorApp Mobile App for Health Education and Promotion for Colorectal Cancer: Quasi-Experimental Study","year":2019,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kementerian Kesihatan Malaysia; Universiti Sains Malaysia","keywords":"Colorectal cancer; Promotion (chess); Health promotion; Mobile apps; Medicine; Colorectal cancer screening; Cancer; Computer science; Oncology; Psychology; Internal medicine; World Wide Web; Nursing; Political science; Public health; Colonoscopy","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":[0.008071442,0.001157825,0.002219902,0.001023169,0.001995465,0.001031329,0.001357554,0.001721857,0.00666805],"category_scores_gemma":[0.006839731,0.001558432,0.001320358,0.0004343619,0.001284697,0.001236759,0.0008219356,0.001936521,0.00100862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155663,"about_ca_system_score_gemma":0.003267378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600523,"about_ca_topic_score_gemma":0.002937318,"domain_scores_codex":[0.9957755,0.001964101,0.0003650757,0.0006081111,0.000628313,0.0006589907],"domain_scores_gemma":[0.9926219,0.003728115,0.0009911549,0.0005514418,0.0007672226,0.001340127],"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":[0.03472525,0.8971525,0.01056022,0.001950586,0.0002466391,0.0001924671,0.005184101,0.0002654154,0.005475489,0.0002374638,0.0006264242,0.04338342],"study_design_scores_gemma":[0.03956475,0.9129711,0.03914705,0.0002078216,0.0003767394,0.00007179056,0.002494938,0.0006286096,0.002054398,0.0002089955,0.002215273,0.0000584638],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844298,0.0001074914,0.0003722707,0.0001144479,0.00006962242,0.01406306,0.0001509383,0.00002399594,0.0006683895],"genre_scores_gemma":[0.9324785,0.000564475,0.01027984,0.0006280082,0.0002220127,0.05152147,0.0002250858,0.00001202765,0.00406854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008071442,"threshold_uncertainty_score":0.04268634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820769768660843,"score_gpt":0.4784665063918902,"score_spread":0.4402588087052818,"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."}}