{"id":"W2912291906","doi":"10.2196/12103","title":"Usable Mobile App for Community Education on Colorectal Cancer: Development Process and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kementerian Kesihatan Malaysia; Universiti Sains Malaysia","keywords":"Usability; Mobile phone; Computer science; World Wide Web; Multimedia; System usability scale; Web usability; Internet privacy; Medicine; Medical education; Human–computer interaction","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":[0.01483621,0.0006020445,0.0008552652,0.001480788,0.0008584879,0.001258616,0.0007411834,0.0008099021,0.001566034],"category_scores_gemma":[0.02830366,0.0004939015,0.001050397,0.0007378363,0.0005945193,0.001325113,0.001342992,0.0007582031,0.0004437446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008028548,"about_ca_system_score_gemma":0.00211251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104461,"about_ca_topic_score_gemma":0.002311433,"domain_scores_codex":[0.994948,0.002647478,0.0005151898,0.0003483557,0.001128986,0.0004118827],"domain_scores_gemma":[0.978668,0.01339933,0.0008038312,0.0007361572,0.005746103,0.000646542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002131682,0.02907946,0.1111994,0.01059977,0.0002661651,0.005370265,0.1854327,0.001823374,0.03447959,0.001136087,0.008815674,0.6096659],"study_design_scores_gemma":[0.002980997,0.1118024,0.5307686,0.009346343,0.001795737,0.008795606,0.1728506,0.01958914,0.04879763,0.001674961,0.09070013,0.0008978446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759097,0.0003737905,0.006870252,0.000216989,0.00003958652,0.01392109,0.0002110272,0.0001218666,0.002335881],"genre_scores_gemma":[0.8897446,0.001600066,0.08191652,0.0004048051,0.00005416072,0.02187342,0.0005112855,0.000119112,0.003776015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01483621,"threshold_uncertainty_score":0.0784623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06614404575052397,"score_gpt":0.4829482562546323,"score_spread":0.4168042105041083,"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."}}