{"id":"W2120489529","doi":"10.1177/108471380500900404","title":"Clinical Protocols for Hearing Instrument Fitting in the Desired Sensation Level Method","year":2005,"lang":"en","type":"review","venue":"Trends in Amplification","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Ear canal; Computer science; Digital subscriber line; Process (computing); Measure (data warehouse); Audiology; Acoustics; Speech recognition; Data mining; Medicine; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005529126,0.0002496807,0.000705059,0.0004851509,0.000127703,0.0001077834,0.00037348,0.0003118296,0.000007276477],"category_scores_gemma":[0.001953129,0.00017838,0.0002744058,0.0009352604,0.00005816217,0.0001407462,0.0000354014,0.0004978964,0.00001263815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002894754,"about_ca_system_score_gemma":0.0001241797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000286742,"about_ca_topic_score_gemma":0.00001726147,"domain_scores_codex":[0.9952785,0.001804694,0.001563311,0.0007548171,0.0002913285,0.000307312],"domain_scores_gemma":[0.9955044,0.003323944,0.0005651984,0.0005390315,0.00003037964,0.00003698511],"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":[0.000008370196,0.0001472657,0.00004239138,0.001003857,0.000001930314,4.347566e-7,0.0003571332,0.00003124529,0.00005422337,0.001931222,0.0000166616,0.9964052],"study_design_scores_gemma":[0.001203219,0.0002286565,0.02319656,0.007487337,0.00008607293,0.00002795063,0.000106845,0.004591865,0.00004993901,0.001151846,0.9612534,0.0006162897],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003842281,0.4542419,0.1993128,0.008380879,0.002956519,0.3232869,0.0005468252,0.0009982579,0.006433631],"genre_scores_gemma":[0.008403559,0.6836046,0.1717684,0.0004533937,0.001345134,0.1330514,0.0004050621,0.000205975,0.0007624619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.995789,"threshold_uncertainty_score":0.7274126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7391820462185188,"score_gpt":0.5896710179979322,"score_spread":0.1495110282205866,"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."}}