{"id":"W2967142604","doi":"10.2196/14769","title":"Usability and Feasibility of a Smartphone App to Assess Human Behavioral Factors Associated with Tick Exposure (The Tick App): Quantitative and Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"mHealth; Usability; Smartphone app; Mobile apps; Internet privacy; Computer science; Smartphone application; Population; Human–computer interaction; Applied psychology; Psychology; Medicine; Multimedia; World Wide Web; Environmental health; Psychological intervention; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001276856,0.0002950607,0.000738127,0.0001044275,0.000431803,0.00002495365,0.0001128853,0.0001648349,0.00005235666],"category_scores_gemma":[0.0001872693,0.0002017583,0.00004078369,0.0002810421,0.0005532862,0.000118164,0.00009821127,0.0003975538,0.000007225181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434509,"about_ca_system_score_gemma":0.000263626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230427,"about_ca_topic_score_gemma":0.003991878,"domain_scores_codex":[0.9967077,0.001495853,0.0005584944,0.0006353332,0.0001129181,0.0004896951],"domain_scores_gemma":[0.9978564,0.0009686595,0.0003885678,0.0003814219,0.0002159942,0.0001888932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005849887,0.001791813,0.9276661,0.0003017609,0.0001222947,6.979482e-7,0.06788963,5.805484e-7,0.001099871,0.0002595166,0.00006809723,0.0002145981],"study_design_scores_gemma":[0.002613716,0.008844782,0.9276838,0.0000454703,0.0001568572,0.000003338429,0.06024884,9.52969e-7,0.00009276933,0.0001062664,0.00001339425,0.0001898618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995847,0.0006376682,0.000007739894,0.0001418226,0.0001110923,0.002949459,0.0002155686,0.00006546929,0.000024186],"genre_scores_gemma":[0.9996002,0.00001380636,0.00001470098,0.0001075969,0.000006867373,0.0001011161,0.00006749529,0.00002053967,0.00006765255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007640786,"threshold_uncertainty_score":0.8227466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416890583643136,"score_gpt":0.4434607272654575,"score_spread":0.301771668901144,"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."}}