{"id":"W4244541581","doi":"10.3410/f.726008976.793526733","title":"Faculty Opinions recommendation of Current and future treatment options for adult chronic rhinosinusitis: Focus on nasal polyposis.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Chronic rhinosinusitis; Focus (optics); Nasal polyps; Medicine; Dermatology; Internal medicine; Optics","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":[0.00124211,0.001383568,0.001898688,0.004157691,0.000455363,0.002473003,0.002076775,0.001943224,0.1102675],"category_scores_gemma":[0.01934216,0.0005376675,0.00249328,0.005964028,0.0002066251,0.001793941,0.001582921,0.001858254,0.06128972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325931,"about_ca_system_score_gemma":0.003969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01834333,"about_ca_topic_score_gemma":0.046741,"domain_scores_codex":[0.9983897,0.0002209153,0.0004715914,0.0003822155,0.0003787329,0.0001569723],"domain_scores_gemma":[0.9920962,0.002272433,0.001878373,0.000766648,0.002110638,0.0008757789],"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":[0.0001622537,0.00001990945,0.003635131,0.003299039,0.000189042,0.00002230242,0.00001065366,0.0001457714,0.00007271722,0.0002499124,0.9832994,0.008893782],"study_design_scores_gemma":[0.001105756,0.00003854312,0.01768886,0.005071174,0.0004860924,0.0001861256,0.00005261858,0.0006495452,0.0002824982,0.001555781,0.9728251,0.00005793069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001445174,0.0004049638,0.00005701806,0.000229099,0.000048681,0.00002674083,0.9977481,0.00009137897,0.00124954],"genre_scores_gemma":[0.001361218,0.000916548,0.000583594,0.0004359594,0.00007454617,0.000189548,0.9947955,0.00006712455,0.001576035],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1102675,"threshold_uncertainty_score":0.3688814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570758068058606,"score_gpt":0.3752447416469962,"score_spread":0.3395371609664101,"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."}}