{"id":"W2762447105","doi":"10.1097/01.hj.0000526534.86242.73","title":"Written Instructions vs. Audiology Service for PSAP Use","year":2017,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing aid; Audiology; Hearing loss; Perception; Service (business); Psychology; Medicine; Business; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005441841,0.00007206069,0.0001083449,0.00004415565,0.002935286,0.000470728,0.0004002183,0.00005261491,0.00001487142],"category_scores_gemma":[0.001765621,0.0000462341,0.00007133363,0.00004421806,0.0001444421,0.0003990025,0.00009359999,0.0003287447,0.00002735141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003619039,"about_ca_system_score_gemma":0.00005734642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149812,"about_ca_topic_score_gemma":0.00001351946,"domain_scores_codex":[0.9992048,0.0001028051,0.0001814358,0.0001473176,0.0001177316,0.0002459146],"domain_scores_gemma":[0.9989043,0.0004079256,0.0001468879,0.0003794315,0.0000857842,0.00007562613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003362546,0.0001322247,0.05144212,0.00009932491,0.00003851208,0.00002166762,0.00387012,0.001696225,0.8684133,0.02479386,0.002723623,0.04643283],"study_design_scores_gemma":[0.0006450118,0.0001397333,0.9689372,0.00005778128,0.0000178074,0.0009795398,0.00007964777,0.002235523,0.003809862,0.01187076,0.01110315,0.0001239493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801146,0.000005403861,0.0009598248,0.01727385,0.001200817,0.0001458751,0.000003267423,0.0000252431,0.0002711569],"genre_scores_gemma":[0.9963159,0.00002489692,0.00162682,0.001012895,0.00046944,0.000009960439,1.582569e-7,0.00001281416,0.0005271073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9174951,"threshold_uncertainty_score":0.9983628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451419709958066,"score_gpt":0.3498490526316151,"score_spread":0.2047070816358085,"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."}}