{"id":"W2989069257","doi":"10.1016/j.jaip.2019.05.023","title":"There's an App for That, But Does It Work?","year":2019,"lang":"en","type":"letter","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Digital health; EPIC; Internet privacy; World Wide Web; Android (operating system); Quarter (Canadian coin); Workflow; App store; Health care; Computer science; Medicine; Database; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005829005,0.0007547742,0.0008571506,0.001067972,0.009604915,0.00730124,0.001546721,0.06760371,0.02940958],"category_scores_gemma":[0.02875136,0.0006534863,0.001513045,0.0006671578,0.003873531,0.008956343,0.003501205,0.03771109,0.0188521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004271918,"about_ca_system_score_gemma":0.01103103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02180858,"about_ca_topic_score_gemma":0.04603474,"domain_scores_codex":[0.9929352,0.001870149,0.000654001,0.0006054875,0.002795849,0.001139286],"domain_scores_gemma":[0.9813705,0.008317546,0.001010171,0.0004832764,0.003769405,0.005049051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002824529,0.00007176659,0.0008300088,0.00004183726,0.000007909167,0.0009763566,0.0002955184,0.00002173863,0.0001463465,0.002041066,0.9829991,0.01254013],"study_design_scores_gemma":[0.00006062139,0.00009218859,0.001040383,0.0004047933,0.00001866237,0.001401338,0.001944191,0.000234224,0.0001069423,0.00683765,0.9878036,0.00005546668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002456708,0.0003017687,0.0000911369,0.9877406,0.004867384,0.0000119843,0.0000265155,0.00003162172,0.006683249],"genre_scores_gemma":[0.001787372,0.0004165687,0.0002353987,0.9720187,0.005658202,0.00003068455,0.00001437076,0.00002418724,0.01981449],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06760371,"threshold_uncertainty_score":0.09838486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095697204453325,"score_gpt":0.4925048541060202,"score_spread":0.3829351336606877,"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."}}