{"id":"W4379522780","doi":"10.1055/s-0043-1769621","title":"The Modern Hearing Care Landscape: Toward the Provision of Personalized, Dynamic, and Adaptive Care","year":2023,"lang":"en","type":"review","venue":"Seminars in Hearing","topic":"Multisensory perception and integration","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Personalization; Health care; Service provider; Service delivery framework; Service (business); Internet privacy; Business; Computer science; Marketing; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001629314,0.0006505498,0.0009612573,0.00271064,0.0007003045,0.002979855,0.0009979217,0.002811046,0.003072032],"category_scores_gemma":[0.002487146,0.0002047916,0.00067299,0.002779221,0.002256836,0.003918258,0.001886902,0.004406671,0.001107227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935857,"about_ca_system_score_gemma":0.004229075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330756,"about_ca_topic_score_gemma":0.003664434,"domain_scores_codex":[0.9992717,0.0002239997,0.0000691396,0.0000879952,0.0002828469,0.00006441735],"domain_scores_gemma":[0.9986752,0.0008290348,0.000122891,0.00004055264,0.0002160725,0.0001162217],"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":[0.00002460614,0.00008456349,0.0002786039,0.01493519,0.00007160368,0.0001272818,0.0005721079,0.0001686636,0.0004222569,0.021455,0.02705055,0.9348096],"study_design_scores_gemma":[0.00001111915,0.00006957414,0.002124778,0.01743456,0.00008698004,0.001639452,0.0008896051,0.00008971635,0.0001424736,0.01554156,0.9619399,0.0000303169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001083518,0.9951304,0.0002712857,0.0025449,0.0002619887,0.00000391265,0.000005170371,0.00001070512,0.001663299],"genre_scores_gemma":[0.001558441,0.995922,0.0005412634,0.001281401,0.0003318717,0.000009247998,0.00001061972,0.000002776967,0.000342282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003330756,"threshold_uncertainty_score":0.01404566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329046362435608,"score_gpt":0.4191335190794144,"score_spread":0.2862288828358536,"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."}}