{"id":"W3009562392","doi":"10.1097/01.hj.0000657996.01195.d4","title":"Narrative Identities of Adult Hearing Aid Users","year":2020,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SR Research (Canada)","funders":"","keywords":"Narrative; Hearing aid; Audiology; Psychology; Medicine; Art; Literature","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008269561,0.00008798192,0.0001985115,0.00004281104,0.00177965,0.00002207712,0.0004417886,0.00007388993,0.0002726999],"category_scores_gemma":[0.0006997802,0.00006232387,0.00008226836,0.0001384999,0.00008740895,0.0001112102,0.0002073802,0.0017493,0.0000737322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008557505,"about_ca_system_score_gemma":0.0002345584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003754623,"about_ca_topic_score_gemma":0.00003061894,"domain_scores_codex":[0.9977835,0.0009731801,0.0006095713,0.00009077268,0.0002515309,0.0002914525],"domain_scores_gemma":[0.9982908,0.0004990417,0.0003693147,0.0002702792,0.0004395802,0.0001310162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003049948,0.0000215178,0.08278057,0.000465027,0.00009417562,0.000003849798,0.8858265,0.0002856824,0.0009220999,0.009906474,0.01836312,0.001026049],"study_design_scores_gemma":[0.00188611,0.0005409594,0.02720975,0.005007821,0.00006453974,0.0001260238,0.9408773,0.004401382,0.001105329,0.008535311,0.009834284,0.0004111723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958504,0.0003156353,0.0003820115,0.02630991,0.0006934163,0.0002084734,0.000002560937,0.0000611452,0.0135228],"genre_scores_gemma":[0.9946892,0.0001828713,0.0005040278,0.003572434,0.00044117,0.00001287834,7.290599e-7,0.00001760311,0.0005790782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05557082,"threshold_uncertainty_score":0.9995199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1423485057969811,"score_gpt":0.4392090792386881,"score_spread":0.296860573441707,"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."}}