{"id":"W1497034432","doi":"10.1016/j.otc.2012.06.006","title":"Evidence-Based Practice","year":2012,"lang":"en","type":"review","venue":"Otolaryngologic Clinics of North America","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Chronic rhinosinusitis; Endoscopic sinus surgery; Refractory (planetary science); Intensive care medicine; Protocol (science); Clinical Practice; Evidence-based medicine; Sinusitis; General surgery; Surgery; Physical therapy; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005837112,0.000477651,0.002917112,0.0002951649,0.00008547139,0.00001360491,0.0003580449,0.0004074036,0.0008656421],"category_scores_gemma":[0.005139348,0.0003594006,0.001260239,0.0009028579,0.0003686449,0.0002208697,0.0001195264,0.001023676,0.000779353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008961171,"about_ca_system_score_gemma":0.001170355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003642957,"about_ca_topic_score_gemma":0.000004496381,"domain_scores_codex":[0.9967242,0.0004768023,0.001377253,0.0005194998,0.0004610058,0.0004411981],"domain_scores_gemma":[0.9905995,0.005639183,0.001974124,0.001044929,0.0004144592,0.0003278083],"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":[0.00006381031,0.0005790009,0.003856206,0.006612568,0.0002758264,0.0001587214,0.000006624525,4.402359e-7,3.106505e-8,0.00001291624,0.001393468,0.9870404],"study_design_scores_gemma":[0.0002485847,0.001042554,0.004024969,0.0111546,0.006743877,0.0002231011,0.000005967356,0.000004422865,5.810503e-8,0.000001427734,0.9762363,0.00031418],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001392404,0.9956266,0.0001002134,0.0001480259,0.000360942,0.001256562,0.000187841,0.0000743979,0.002106195],"genre_scores_gemma":[0.0003138081,0.9916224,0.004320866,0.002175176,0.0004104035,0.0001540588,0.0006754998,0.00006211327,0.0002656379],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9867262,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1747551900438811,"score_gpt":0.417589523483143,"score_spread":0.2428343334392619,"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."}}