{"id":"W3163678889","doi":"10.1097/aud.0000000000001056","title":"Be Part of the Conversation: Audiology Messaging During a Hearing Screening","year":2021,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; University of Alberta","funders":"University of Alberta","keywords":"Conversation; Audiology; Hearing loss; Psychology; Test (biology); Rehabilitation; Medicine; Communication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003080413,0.0004212001,0.0002290177,0.0003717832,0.00195925,0.001208611,0.0003921872,0.001833412,0.0237844],"category_scores_gemma":[0.01157747,0.000183039,0.0002238341,0.0001860713,0.0005662474,0.001646425,0.001563155,0.001058723,0.006140647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634232,"about_ca_system_score_gemma":0.0005641553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003383303,"about_ca_topic_score_gemma":0.0006427618,"domain_scores_codex":[0.9976565,0.001746289,0.00012885,0.0000977541,0.0001798834,0.0001907471],"domain_scores_gemma":[0.9943322,0.003467364,0.0008359069,0.0001470108,0.0003532209,0.0008643583],"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":[0.003286604,0.003031817,0.05241038,0.00241261,0.00009591752,0.005543916,0.2047535,0.0002557566,0.0535007,0.001819337,0.1131097,0.5597799],"study_design_scores_gemma":[0.0007557822,0.01004382,0.114792,0.002895256,0.0004950248,0.009239876,0.2040285,0.002103596,0.02470031,0.004654026,0.6258844,0.0004073925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8509043,0.003529997,0.01548145,0.04476734,0.004630992,0.001281806,0.0004482103,0.001194328,0.07776165],"genre_scores_gemma":[0.9627408,0.00137822,0.007667326,0.01023352,0.00143774,0.000763923,0.0001082133,0.0000704778,0.01559986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0237844,"threshold_uncertainty_score":0.07956672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0625980312717864,"score_gpt":0.2838059195098126,"score_spread":0.2212078882380262,"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."}}