{"id":"W4400185515","doi":"10.1044/2024_aja-23-00249","title":"Implementing Ecological Momentary Assessment in Audiological Research: Opportunities and Challenges","year":2024,"lang":"en","type":"review","venue":"American Journal of Audiology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University; University of British Columbia; University of Victoria","funders":"National Institute on Deafness and Other Communication Disorders; Medical Research Council; Volkswagen Foundation","keywords":"Representativeness heuristic; Computer science; Ecological validity; Data collection; Research design; Data science; Applied psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005310594,0.0002594509,0.001846223,0.0008484445,0.0001171807,0.00004067786,0.0003487463,0.000165862,0.0000427271],"category_scores_gemma":[0.0009885587,0.0001551023,0.0002544576,0.0003572423,0.001447798,0.00007892302,0.0004550155,0.001790241,0.000008015323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682259,"about_ca_system_score_gemma":0.0004887044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009959672,"about_ca_topic_score_gemma":0.000004091148,"domain_scores_codex":[0.993319,0.00410626,0.001136641,0.0004745014,0.0003027241,0.0006608761],"domain_scores_gemma":[0.9948131,0.004203587,0.0006074103,0.0001569571,0.00006538045,0.000153506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001086386,0.00007507171,0.00004041191,0.001549656,0.00004012378,0.000740315,0.0002326845,7.419592e-7,0.00004920694,0.003941141,0.0001406022,0.9931792],"study_design_scores_gemma":[0.0001637262,0.006356846,0.003427729,0.003036192,0.0001426844,0.002164134,0.003519217,0.000005205962,7.752994e-7,0.002535721,0.9783871,0.0002606592],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02372748,0.970857,0.000003141953,0.004257989,0.0003061474,0.0002888198,0.00001126078,0.00001362258,0.0005345558],"genre_scores_gemma":[0.01644645,0.9827876,0.0003448464,0.00009941046,0.000231992,0.00003926297,0.000001941844,0.00002117946,0.00002729314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9929186,"threshold_uncertainty_score":0.7777806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5658440508274396,"score_gpt":0.513083149878561,"score_spread":0.05276090094887864,"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."}}