{"id":"W7009328923","doi":"","title":"Does pneumatic otoscopy improve the diagnostic accuracy of otitis media with effusion in clinical practice? A randomized single-blind control trial","year":2010,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Randomized controlled trial; Otitis; Effusion; Diagnostic accuracy; Medical diagnosis; Clinical Practice","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008023989,0.001848927,0.004223482,0.000898217,0.0009212471,0.001349447,0.001647975,0.00528662,0.007398544],"category_scores_gemma":[0.01439589,0.001313837,0.001939196,0.0007078609,0.003022548,0.001311473,0.0006697148,0.002780179,0.001299047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037697,"about_ca_system_score_gemma":0.00226091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071183,"about_ca_topic_score_gemma":0.001166926,"domain_scores_codex":[0.993873,0.003723673,0.0006316817,0.0007816156,0.000543726,0.000446326],"domain_scores_gemma":[0.9896242,0.005672466,0.00193753,0.0007852067,0.0005690702,0.001411414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9775937,0.01351681,0.0002335503,0.0005104746,0.0003114695,0.00001445679,0.00003565732,0.00006759256,0.0005819274,0.00004692531,0.0001872459,0.006900213],"study_design_scores_gemma":[0.918896,0.07972535,0.0005084209,0.00003114179,0.0002461268,0.000008904583,0.00000993163,0.0001403497,0.0002279657,0.00004797667,0.0001495535,0.000008313871],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643801,0.004908965,0.0014076,0.001087599,0.002211984,0.02320872,0.00049996,0.0001416478,0.002153359],"genre_scores_gemma":[0.9617788,0.003069773,0.005564594,0.00130498,0.002484155,0.02353344,0.0003171399,0.00002328996,0.001923799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008023989,"threshold_uncertainty_score":0.04243541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167739505019755,"score_gpt":0.301464480641106,"score_spread":0.2846905301391305,"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."}}