{"id":"W4403054708","doi":"10.58931/cait.2021.1320","title":"An Update on Select Topics in Chronic Rhinosinusitis With Nasal Polyps","year":2021,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Chronic rhinosinusitis; Nasal polyps; Medicine; Dermatology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005987555,0.0008658816,0.001586543,0.003305713,0.0004327346,0.001437134,0.0008511811,0.001838407,0.0157412],"category_scores_gemma":[0.002640144,0.000356246,0.001185868,0.002410629,0.000282616,0.00198238,0.0008148542,0.002340474,0.007305685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007278225,"about_ca_system_score_gemma":0.001145558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969969,"about_ca_topic_score_gemma":0.01318575,"domain_scores_codex":[0.9994229,0.0000963358,0.0001371453,0.00004589422,0.0002410582,0.00005673496],"domain_scores_gemma":[0.9982532,0.0005733611,0.0002364466,0.00002718041,0.0006342608,0.0002755287],"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":[0.00008025483,0.00006528431,0.00116869,0.00415062,0.00007564796,0.001244867,0.00005773244,0.0001233687,0.0007055071,0.0002472583,0.6300933,0.3619874],"study_design_scores_gemma":[0.00006044394,0.00009279175,0.005507555,0.005239468,0.0001760377,0.007849917,0.00009022937,0.00008778771,0.0001276616,0.000292489,0.9804494,0.00002624397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001493912,0.9279277,0.0008516088,0.01830563,0.03059922,0.0001440474,0.0009240882,0.000224067,0.0195297],"genre_scores_gemma":[0.00384559,0.8984578,0.002174747,0.01756304,0.05576162,0.0001598719,0.001948943,0.00005488968,0.02003337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0157412,"threshold_uncertainty_score":0.05265957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007549838083565593,"score_gpt":0.2366504291917641,"score_spread":0.2291005911081985,"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."}}