{"id":"W2045173993","doi":"10.1503/cmaj.050078","title":"Antibiotic treatment for acute otitis media: time to think again","year":2005,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Acute otitis media; Otitis; Medicine; Intensive care medicine; Clinical Practice; Medical practice; Family medicine; Surgery; Microbiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001260044,0.0004090516,0.001050161,0.0006315362,0.0002777674,0.0001254833,0.0002580915,0.002446672,0.01599395],"category_scores_gemma":[0.00326576,0.0003542859,0.0005440149,0.0002584491,0.00004492102,0.00009037717,0.00001418297,0.002723211,0.004063849],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004552607,"about_ca_system_score_gemma":0.007628871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005475278,"about_ca_topic_score_gemma":0.007532204,"domain_scores_codex":[0.9954532,0.0002039143,0.0007552704,0.0004051741,0.001964497,0.001217949],"domain_scores_gemma":[0.9946756,0.0008860943,0.0003568309,0.000252197,0.0005287214,0.003300572],"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":[0.0000132373,0.00002767073,0.0009804562,0.00001830456,0.0008530769,0.00946484,0.0002362776,3.881472e-7,0.000002984815,0.000002629235,0.9425165,0.0458836],"study_design_scores_gemma":[0.001464109,0.0003162076,0.001823178,0.0004848445,0.0006367302,0.001657221,0.00002000019,0.00003714978,0.00001608997,0.00002222939,0.9931986,0.0003235994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001443852,0.0003371572,0.00002922689,0.9887331,0.003559809,0.0006602403,0.0007594503,0.00004851574,0.004428703],"genre_scores_gemma":[0.0001570691,0.0005363025,0.0006492916,0.8860319,0.05482122,0.00001726205,0.001141575,0.0001028983,0.05654254],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1027012,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009650902071595002,"score_gpt":0.2479499015120428,"score_spread":0.2382989994404478,"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."}}