{"id":"W3161934018","doi":"10.2196/22973","title":"Usability of Rapid Cholera Detection Device (OmniVis) for Water Quality Workers in Bangladesh: Iterative Convergent Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Grand Challenges Canada","keywords":"Usability; Computer science; Workflow; Mobile device; Medicine; Human–computer interaction; Database; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.04896044,0.00114677,0.00179052,0.00133533,0.002442762,0.002381016,0.001813752,0.001314474,0.002296482],"category_scores_gemma":[0.054784,0.00101432,0.002004086,0.0009122355,0.001653905,0.001852498,0.002910715,0.001648525,0.0005844591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003379198,"about_ca_system_score_gemma":0.006488125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005803104,"about_ca_topic_score_gemma":0.01328963,"domain_scores_codex":[0.9801523,0.01264573,0.001677866,0.001340718,0.00281635,0.001367036],"domain_scores_gemma":[0.9530727,0.0269706,0.003384365,0.001959847,0.01303379,0.001578747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003812423,0.02569467,0.2745711,0.009434506,0.0009240955,0.001417774,0.4473391,0.001495095,0.006412696,0.00105207,0.00284975,0.2249967],"study_design_scores_gemma":[0.002275151,0.07738479,0.4923042,0.006031431,0.001556345,0.0006973058,0.3835222,0.00826299,0.0078486,0.002415634,0.01702356,0.000677673],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895943,0.0002755024,0.002546667,0.000205547,0.00002152186,0.005762783,0.0001296257,0.00002044747,0.001443669],"genre_scores_gemma":[0.9572519,0.0006896183,0.01995196,0.0005356523,0.00003300336,0.01973091,0.0002825032,0.00003367879,0.001490831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04896044,"threshold_uncertainty_score":0.2589307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033369051568632,"score_gpt":0.4617643439913274,"score_spread":0.3584274388344642,"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."}}