{"id":"W6939564793","doi":"10.6084/m9.figshare.23007465.v1","title":"Pilot evaluation of a protocol and a clinical tool developed to assess the audiological needs of adults with hearing loss","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Hearing loss; Intervention (counseling); Compliance (psychology); Needs assessment; Data collection; Hearing aid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2052175,0.001475755,0.0008697332,0.002180978,0.002944197,0.001765812,0.003309944,0.002309091,0.004598113],"category_scores_gemma":[0.1959386,0.001368032,0.001357961,0.001533867,0.002094369,0.001702932,0.002108266,0.001874375,0.0009757348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008370418,"about_ca_system_score_gemma":0.02617107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387445,"about_ca_topic_score_gemma":0.02747398,"domain_scores_codex":[0.8842166,0.09535376,0.00711329,0.002131089,0.008416382,0.00276888],"domain_scores_gemma":[0.7677155,0.150682,0.0086708,0.01397667,0.05240693,0.006548032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03589011,0.1471041,0.05876327,0.009716984,0.0004520696,0.002162698,0.09115369,0.006567937,0.02102522,0.002772994,0.01961403,0.6047769],"study_design_scores_gemma":[0.0583156,0.4262217,0.2987388,0.006083867,0.0009787964,0.0009786895,0.04884069,0.02049411,0.03181701,0.001648459,0.1051394,0.000742734],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3356073,0.0001343968,0.02459162,0.0007625013,0.0003022641,0.6329406,0.001007482,0.0003753487,0.00427842],"genre_scores_gemma":[0.2003683,0.00026239,0.09943178,0.0005796185,0.0001070279,0.6962973,0.0007872905,0.00006267305,0.002103681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2052175,"threshold_uncertainty_score":0.9801084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2526614069842666,"score_gpt":0.3751326491855724,"score_spread":0.1224712422013058,"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."}}