{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009533235,0.0002026861,0.0003373937,0.0001099978,0.00274548,0.00001398826,0.000225821,0.0001594612,0.0003862661],"category_scores_gemma":[0.00005828624,0.0001758885,0.00002894679,0.0001821025,0.00004834364,0.0001004826,0.00007123557,0.0007093461,0.00007693147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005654005,"about_ca_system_score_gemma":0.001755053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154251,"about_ca_topic_score_gemma":0.003429514,"domain_scores_codex":[0.9978707,0.0003851676,0.0006213499,0.0003737036,0.0002180321,0.0005309869],"domain_scores_gemma":[0.9980578,0.0006222642,0.0002967511,0.0004211639,0.0002720865,0.0003299344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009540556,0.001739783,0.9665267,0.001601874,0.00001109307,1.093956e-8,0.02087365,0.000005512049,0.0000803977,0.0003522524,0.001717841,0.006995484],"study_design_scores_gemma":[0.001126174,0.0008265605,0.9045354,0.0001084201,0.000009678106,6.546097e-8,0.02881516,0.000008433592,0.000137063,0.0002624811,0.06398426,0.0001863105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718673,0.00003132571,0.000003714762,0.0000663721,0.0003871751,0.02597067,0.00005702507,0.0001224171,0.001494054],"genre_scores_gemma":[0.8990716,0.000006034992,0.00003624929,0.0003456839,0.000081053,0.09906927,0.00015119,0.00002609254,0.001212856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0730986,"threshold_uncertainty_score":0.9985528,"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."}}