{"id":"W1419472985","doi":"10.1503/cmaj.150527","title":"Autoinflation: an effective nondrug intervention for glue ear","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"GLUE; Medicine; Nostril; Intervention (counseling); Surgery; Computer science; Engineering; Psychiatry; Nose","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002702621,0.0003374718,0.0006028885,0.0004861034,0.0005392804,0.0002561012,0.0003800586,0.0008762848,0.002910892],"category_scores_gemma":[0.001001882,0.000115372,0.0004071044,0.0001899705,0.0004139166,0.0004206031,0.0003217186,0.001029653,0.0004630112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331332,"about_ca_system_score_gemma":0.0004846772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009971453,"about_ca_topic_score_gemma":0.003595486,"domain_scores_codex":[0.99978,0.00006503495,0.00002718045,0.00003127364,0.00006895735,0.00002754628],"domain_scores_gemma":[0.9997823,0.0001132399,0.00003693423,0.00001117732,0.000009500388,0.00004690252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01600767,0.006426628,0.03720259,0.002511196,0.0002952048,0.04922864,0.0006055445,0.0003224299,0.02226184,0.001258152,0.04007595,0.8238042],"study_design_scores_gemma":[0.01789752,0.07588857,0.5149466,0.003241265,0.0009969531,0.2329606,0.001992805,0.002284715,0.02634156,0.003082541,0.1201283,0.0002387214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8491017,0.09652931,0.003539629,0.02257608,0.002998443,0.0004100442,0.0003169207,0.0002528276,0.02427517],"genre_scores_gemma":[0.9578988,0.02407619,0.004300178,0.008428174,0.002874591,0.0001875984,0.0001196576,0.00002303627,0.002091741],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002910892,"threshold_uncertainty_score":0.009737849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109045822142003,"score_gpt":0.2687841797974874,"score_spread":0.2576937215760673,"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."}}