{"id":"W1982629133","doi":"10.1097/aud.0b013e31829c9670","title":"Prediction of Conductive Hearing Loss Using Wideband Acoustic Immittance","year":2013,"lang":"en","type":"review","venue":"Ear and Hearing","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Defense Acquisition Program Administration","keywords":"Tympanometry; Immittance; Audiology; Acoustic reflex; Conductive hearing loss; Wideband; Ear canal; Hearing loss; Medicine; Middle ear; Audiometry; Surgery; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001937108,0.001089544,0.002997698,0.006685266,0.0001352519,0.001030356,0.0009676568,0.0007518697,0.001434945],"category_scores_gemma":[0.007447188,0.0004330705,0.00183415,0.003060976,0.0003496154,0.001159195,0.0004426482,0.0005842577,0.0003422308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744933,"about_ca_system_score_gemma":0.001204701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260807,"about_ca_topic_score_gemma":0.00301596,"domain_scores_codex":[0.998896,0.0002796027,0.0003854845,0.0001237409,0.0002869781,0.0000281938],"domain_scores_gemma":[0.9963716,0.002438382,0.0006582219,0.0000328559,0.0004551973,0.00004370473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002374201,0.0000652462,0.008792045,0.1332311,0.002417199,0.0003952504,0.0001136731,0.0005172153,0.0007210933,0.0003576834,0.003783789,0.8493682],"study_design_scores_gemma":[0.0005064267,0.002699139,0.1495987,0.3407821,0.05130908,0.02660261,0.001990179,0.004299985,0.005476069,0.003168709,0.4131651,0.0004019334],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005687131,0.9990559,0.0001092014,0.00006760646,0.00003645752,0.000008851004,0.00002502794,0.000003069198,0.0001252094],"genre_scores_gemma":[0.006749201,0.9925061,0.0004949579,0.00006072242,0.00006941427,0.00001401377,0.00004082842,0.000001190506,0.00006362853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006685266,"threshold_uncertainty_score":0.01024455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724006369249025,"score_gpt":0.3478268351882158,"score_spread":0.1754261982633133,"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."}}