{"id":"W1986107432","doi":"10.1016/j.idc.2007.04.001","title":"Imaging Studies for Head and Neck Infections","year":2007,"lang":"en","type":"review","venue":"Infectious Disease Clinics of North America","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Head and neck; Paranasal sinuses; Radiology; Soft tissue; Anatomy; Medical imaging; Surgery","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":[0.0008274564,0.001631371,0.002502576,0.007397073,0.0003030268,0.0011312,0.001488783,0.00164591,0.003925823],"category_scores_gemma":[0.003282686,0.0005641335,0.0007563409,0.004361742,0.0009402999,0.002196508,0.0008414853,0.001637934,0.002512201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006336377,"about_ca_system_score_gemma":0.001485953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313366,"about_ca_topic_score_gemma":0.005423509,"domain_scores_codex":[0.9994771,0.0001028224,0.0001248402,0.00008310773,0.0001683595,0.00004379244],"domain_scores_gemma":[0.9980883,0.001016285,0.0003592879,0.00005522236,0.0003955372,0.00008531142],"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":[0.00005459716,0.00005013037,0.0009338905,0.01528545,0.0001274623,0.002852699,0.00006725987,0.0002250063,0.001418547,0.0004924694,0.044977,0.9335154],"study_design_scores_gemma":[0.00006966163,0.0001943486,0.008070856,0.02919936,0.001016665,0.05601808,0.000353977,0.0002968543,0.001643661,0.001496798,0.9015369,0.0001027953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001227846,0.9984024,0.0001658251,0.000176869,0.0001944454,0.000006404071,0.00001726034,0.000009216727,0.0009047933],"genre_scores_gemma":[0.001247138,0.9968377,0.0004584429,0.0003755224,0.0005220702,0.000009060936,0.00004382232,0.000003481608,0.0005027837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007397073,"threshold_uncertainty_score":0.01313323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06501326490086035,"score_gpt":0.4302775944155824,"score_spread":0.365264329514722,"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."}}