{"id":"W2171606104","doi":"10.1177/1084713811420304","title":"The University of Western Ontario Pediatric Audiological Monitoring Protocol (UWO PedAMP)","year":2011,"lang":"en","type":"article","venue":"Trends in Amplification","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Protocol (science); Medicine; Computer science; Pathology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002410067,0.00005504419,0.00006887463,0.00007900796,0.0001328787,0.000008963063,0.0001872834,0.00005058606,0.00004191933],"category_scores_gemma":[0.00008166578,0.00004059717,0.00002981133,0.0002584114,0.0000900388,0.00008110808,0.0000306049,0.0001167668,0.00001913638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008846958,"about_ca_system_score_gemma":0.00003147645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451563,"about_ca_topic_score_gemma":0.0005007375,"domain_scores_codex":[0.99931,0.0001103464,0.0001553348,0.0001942001,0.0001103248,0.0001198571],"domain_scores_gemma":[0.9995118,0.0001367037,0.00009908438,0.0002039145,0.00002231563,0.00002611673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007833751,0.0001205883,0.9599084,0.0000123448,6.261859e-7,0.000001166123,0.004582928,0.00001430646,0.01359141,0.001168118,0.00001143505,0.02051041],"study_design_scores_gemma":[0.0001885375,0.00007238438,0.9964907,0.000004409251,0.00000250197,6.533811e-7,0.0001000229,0.00001572946,0.00204664,0.0003203317,0.0007119896,0.0000461383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943839,0.000001397568,0.0002254969,0.00005468678,0.00007365234,0.002429353,8.493773e-7,0.0000275262,0.002803091],"genre_scores_gemma":[0.9982888,0.000004275552,0.000352547,0.000002206555,0.00002730744,0.000457039,5.59612e-7,0.000003395512,0.0008638398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03658232,"threshold_uncertainty_score":0.2194338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1624247834771232,"score_gpt":0.3291376932594738,"score_spread":0.1667129097823505,"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."}}