{"id":"W3094133830","doi":"10.1097/aud.0000000000000931","title":"From Healthy Hearing to Healthy Living: A Holistic Approach","year":2020,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Noise Effects and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Hearing loss; Psychology; Perspective (graphical); Dementia; Quality of life (healthcare); Social isolation; Applied psychology; Medicine; Psychiatry; Psychotherapist; Audiology; Computer 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":[0.008843656,0.0007116795,0.0009942544,0.001735638,0.004568529,0.007457742,0.002129086,0.006189507,0.002429442],"category_scores_gemma":[0.007875384,0.0002883892,0.0008490005,0.0008666567,0.02923683,0.009368729,0.009086991,0.01168012,0.0004177442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007033519,"about_ca_system_score_gemma":0.01143108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007871071,"about_ca_topic_score_gemma":0.01518126,"domain_scores_codex":[0.9932908,0.004393725,0.0003346446,0.0004663776,0.001037354,0.0004770455],"domain_scores_gemma":[0.9957429,0.002553243,0.0002387556,0.0001980671,0.0006066058,0.0006605758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008840661,0.0001445078,0.002096413,0.00314854,0.0001044781,0.001495868,0.1693795,0.0007171108,0.001109637,0.5847514,0.1026995,0.1342647],"study_design_scores_gemma":[0.00002893959,0.0001577418,0.002871731,0.005454387,0.00005276348,0.001832129,0.07802691,0.0003530361,0.0002765938,0.4645061,0.4463507,0.00008893836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01079934,0.07813545,0.01694146,0.8323604,0.01362974,0.0001634127,0.00006077563,0.0000641757,0.04784526],"genre_scores_gemma":[0.4888313,0.1519417,0.0292262,0.3030003,0.01230531,0.0006907969,0.00009134015,0.00009010682,0.01382279],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008843656,"threshold_uncertainty_score":0.05103195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2031643385517746,"score_gpt":0.4248126617096966,"score_spread":0.221648323157922,"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."}}