{"id":"W4375867176","doi":"10.22541/au.168352021.19204898/v1","title":"Remission: Mission Possible in Chronic Rhinosinusitis with Nasal Polyposis?","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Asthma; Nasal polyps; Chronic rhinosinusitis; Disease; Internal medicine; Sinusitis; Gastroenterology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002168716,0.0008082985,0.001710193,0.001025764,0.001055086,0.002095016,0.001844294,0.007944286,0.003141583],"category_scores_gemma":[0.01661627,0.0004097895,0.0007416052,0.0007599751,0.002026338,0.003401086,0.000841837,0.0111108,0.001533243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993722,"about_ca_system_score_gemma":0.001768871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002423654,"about_ca_topic_score_gemma":0.005861117,"domain_scores_codex":[0.9985258,0.0004148608,0.000313605,0.0001942477,0.0003413181,0.0002102034],"domain_scores_gemma":[0.9930958,0.003510223,0.0006631016,0.000121492,0.001736739,0.0008726937],"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":[0.0005207522,0.00006944713,0.00344252,0.002769516,0.0001418138,0.01375453,0.0004524073,0.0001608413,0.0006122481,0.002755649,0.8774481,0.09787216],"study_design_scores_gemma":[0.000364074,0.0002078439,0.007809653,0.006202819,0.0002622299,0.06872734,0.001607186,0.001243185,0.000598975,0.006798001,0.9059928,0.00018584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004632789,0.1153742,0.001396395,0.6027575,0.2714508,0.00007945228,0.0001830208,0.00008176762,0.004044075],"genre_scores_gemma":[0.03686183,0.06452645,0.001334487,0.2953708,0.5973479,0.0000688486,0.0001544803,0.00006947076,0.004265731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007944286,"threshold_uncertainty_score":0.01446551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04795233072937014,"score_gpt":0.3279074907299049,"score_spread":0.2799551600005348,"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."}}