{"id":"W2400350583","doi":"10.1097/01.hj.0000484547.75301.11","title":"Lessons from LOCHI","year":2016,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Audiology; Hearing loss; Active listening; Medicine; Hearing aid; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003949544,0.00005637157,0.00006697651,0.00003045439,0.0003985521,0.00008784763,0.0002006364,0.00002654473,0.0001503141],"category_scores_gemma":[0.0006312057,0.00002409547,0.00005280074,0.00006642468,0.0001028232,0.0001263657,0.00004595581,0.0001944165,0.0002429211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003884546,"about_ca_system_score_gemma":0.00003885145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000350718,"about_ca_topic_score_gemma":0.000001186987,"domain_scores_codex":[0.9991888,0.0001590577,0.0001400914,0.0001226173,0.0002000226,0.0001893658],"domain_scores_gemma":[0.9990152,0.0006696795,0.0000501569,0.0001711155,0.0000181835,0.00007564729],"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":[0.00001157358,0.00001520253,0.0008998518,9.758293e-7,0.000002113626,0.000007413356,0.0004502375,0.00001426205,0.9410019,0.002735735,0.000295842,0.05456491],"study_design_scores_gemma":[0.001224405,0.000157626,0.6465451,0.0003725624,0.00001888928,0.0005034382,0.0001712416,0.0002822255,0.215271,0.1206332,0.01453296,0.000287378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733494,0.00002843583,0.003010006,0.02211878,0.0004736216,0.00003794628,0.000002313489,0.00002991485,0.0009495853],"genre_scores_gemma":[0.9981678,0.0000509507,0.0002652763,0.0003898501,0.0003426193,0.000001351791,2.477083e-8,0.000009219388,0.0007729412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7257309,"threshold_uncertainty_score":0.312234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09031771405959836,"score_gpt":0.3281493735611772,"score_spread":0.2378316595015789,"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."}}