{"id":"W2011364307","doi":"10.2196/medinform.2769","title":"Use of the Satisfaction With Amplification in Daily Life Questionnaire to Assess Patient Satisfaction Following Remote Hearing Aid Adjustments (Telefitting)","year":2014,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing aid; Audiology; Hearing loss; Gold standard (test); Population; Medicine; Internet access; The Internet; Computer science","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":[0.0005066387,0.0001271469,0.0001859666,0.0001335326,0.0001495585,0.00006480166,0.0001071154,0.0001254009,0.000005771807],"category_scores_gemma":[0.003744402,0.00008599828,0.00005265033,0.0004813412,0.00007052068,0.0007474884,0.00007108213,0.0003021472,0.0000124111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503309,"about_ca_system_score_gemma":0.0001226778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006336091,"about_ca_topic_score_gemma":0.0001429393,"domain_scores_codex":[0.9976984,0.0002084404,0.0007160843,0.0001543337,0.001004623,0.0002181271],"domain_scores_gemma":[0.9988168,0.0003398207,0.0002789445,0.0003192959,0.00006156799,0.0001835618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008910387,0.0001155508,0.4364879,0.0004056645,0.00001140071,0.000001275689,0.01340249,0.005375453,0.01490876,0.001424888,0.00009837429,0.5276791],"study_design_scores_gemma":[0.0003941387,0.0001877215,0.9640993,0.0008514769,0.000007001783,0.000005570803,0.000412931,0.03164762,0.001996197,0.0001009839,0.0001772369,0.0001198204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832018,0.000001323295,0.01527554,0.0004506837,0.0003222364,0.0006216671,0.000001483189,0.00004986694,0.00007537035],"genre_scores_gemma":[0.9954326,0.000004257508,0.003487864,0.0009963028,0.0000271271,0.00003171252,0.000001381987,0.00001209219,0.000006652631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5276114,"threshold_uncertainty_score":0.448267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04707518778883393,"score_gpt":0.3071776220582551,"score_spread":0.2601024342694211,"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."}}