{"id":"W2048579600","doi":"10.1186/1472-6815-12-1","title":"Canadian guidelines for rhinosinusitis: practical tools for the busy clinician","year":2012,"lang":"en","type":"editorial","venue":"BMC Ear Nose and Throat Disorders","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Chronic rhinosinusitis; Medicine; Sinusitis; Intensive care medicine; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006293426,0.0003490995,0.0005676585,0.0001286864,0.0005782723,0.0001696689,0.000137615,0.0007639814,0.000107432],"category_scores_gemma":[0.008679355,0.0002547169,0.0003703779,0.0001113708,0.0001568999,0.0002226415,0.00003662414,0.0004676958,0.00002531439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010965,"about_ca_system_score_gemma":0.002213518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02811027,"about_ca_topic_score_gemma":0.3323233,"domain_scores_codex":[0.9980412,0.00004515646,0.0005103711,0.0004387749,0.0003399877,0.0006245472],"domain_scores_gemma":[0.9930188,0.005279015,0.000183347,0.0004227863,0.0007054379,0.0003906174],"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":[0.0001880931,0.00006613367,0.001203842,0.0001839042,0.0001800084,0.000002701801,0.00007974162,3.921759e-7,0.000001279485,0.0005573638,0.9914188,0.006117762],"study_design_scores_gemma":[0.002055539,0.0003595745,0.003682422,0.0001889383,0.001116771,0.00001052816,0.0008946186,0.00007298459,0.000002111795,0.000284185,0.9910045,0.0003278643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002665434,0.01378831,0.005556887,0.01922147,0.940995,0.007755385,0.007620079,0.0001406945,0.002256779],"genre_scores_gemma":[0.007227152,0.00314413,0.006527384,0.003705438,0.9700782,0.00093377,0.004990544,0.0002075597,0.00318586],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.304213,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366551175223659,"score_gpt":0.4323152335006561,"score_spread":0.2956601159782902,"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."}}