{"id":"W1846986007","doi":"10.1136/bmj.h4081","title":"Nasal balloon shows promise for otitis media with effusion:","year":2015,"lang":"en","type":"letter","venue":"BMJ","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Otitis; Medicine; Effusion; Audiology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008762268,0.000691507,0.0008782935,0.0008501265,0.002202683,0.00138317,0.0009166193,0.02338146,0.005196554],"category_scores_gemma":[0.008199093,0.0003363651,0.001578941,0.0005459624,0.002084516,0.003462787,0.0008478925,0.01264222,0.003127198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001964791,"about_ca_system_score_gemma":0.001334684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514437,"about_ca_topic_score_gemma":0.005686077,"domain_scores_codex":[0.9988506,0.0002822352,0.000145172,0.0001174014,0.0004094284,0.0001952642],"domain_scores_gemma":[0.9984567,0.0007217921,0.0001203542,0.00006916924,0.0001896379,0.0004424348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005417061,0.0003872119,0.01244996,0.0004591884,0.0001028125,0.1706363,0.0006258919,0.0002790464,0.002955782,0.005139263,0.7383505,0.06807241],"study_design_scores_gemma":[0.001028037,0.001488475,0.02960707,0.002429081,0.00015458,0.3308544,0.002137701,0.001379312,0.001306535,0.02153468,0.607878,0.000202116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01068911,0.01598902,0.0003583988,0.9365796,0.02087452,0.0000535854,0.00006018859,0.0001065976,0.015289],"genre_scores_gemma":[0.07959621,0.01723483,0.0009603667,0.772759,0.1163605,0.00006920851,0.0001116869,0.00005851962,0.01284965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02338146,"threshold_uncertainty_score":0.01738417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998966944688209,"score_gpt":0.2862426740995347,"score_spread":0.2462530046526527,"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."}}