{"id":"W4321610401","doi":"10.1093/ageing/afad020","title":"New horizons in holistic, person-centred health promotion for hearing healthcare","year":2023,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Phonak","keywords":"Medicine; New horizons; Health care; Holistic health; Health promotion; Promotion (chess); Nursing; Alternative medicine; Public health; Engineering","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":[0.01424629,0.0007593901,0.001271463,0.001376931,0.00227185,0.008819087,0.002206701,0.01043231,0.02399802],"category_scores_gemma":[0.0149877,0.0003840518,0.001970182,0.0008904329,0.006042239,0.01010936,0.0101597,0.01240863,0.004348772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003588719,"about_ca_system_score_gemma":0.01540447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666914,"about_ca_topic_score_gemma":0.009726478,"domain_scores_codex":[0.9926165,0.003975971,0.0003306188,0.0004829885,0.001847771,0.0007460856],"domain_scores_gemma":[0.9792699,0.009542888,0.0008553557,0.0007622949,0.001719988,0.00784953],"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":[0.0001782077,0.0009470379,0.001816792,0.00600611,0.0001814834,0.0007736305,0.005127351,0.000314425,0.0008833178,0.09395454,0.2478762,0.6419408],"study_design_scores_gemma":[0.0001324368,0.0004448981,0.0034157,0.01128774,0.0001131485,0.000940443,0.005059529,0.0003018171,0.0002644051,0.1026897,0.8752424,0.0001078883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002755009,0.2459576,0.008620627,0.6832932,0.01648441,0.0002298724,0.0001642696,0.0003523149,0.04214276],"genre_scores_gemma":[0.08265234,0.4839492,0.08095057,0.2987916,0.03105022,0.001191251,0.0003907259,0.0001739158,0.02085006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02399802,"threshold_uncertainty_score":0.08028138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1914006663852638,"score_gpt":0.3573485701048612,"score_spread":0.1659479037195973,"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."}}