{"id":"W4251660345","doi":"10.21203/rs.3.rs-254454/v1","title":"Sublingual Immunotherapy Tablet – a Cost-minimizing Alternative in the Treatment of Tree Pollen-induced Seasonal Allergic Rhinitis in Canada","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sublingual immunotherapy; Pollen; Medicine; Immunotherapy; Dermatology; Immunology; Biology; Immune system; Botany","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":[0.0001995778,0.000164811,0.0003195873,0.0004201733,0.0008023863,0.0006171918,0.0004073729,0.0002828721,0.007077967],"category_scores_gemma":[0.0004136713,0.00008970329,0.0003928856,0.0007323515,0.0003199275,0.0001717288,0.0002376781,0.0005341429,0.0003073906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009624949,"about_ca_system_score_gemma":0.0174115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8826621,"about_ca_topic_score_gemma":0.9631065,"domain_scores_codex":[0.9997672,0.00003267303,0.000009856267,0.00002649414,0.00009706639,0.00006663194],"domain_scores_gemma":[0.9997986,0.00001861328,0.00002211288,0.000005493906,0.0000597642,0.00009544456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01362763,0.001792574,0.05682967,0.001688718,0.0003181527,0.001589083,0.0009548489,0.002465906,0.02663662,0.002751567,0.02552398,0.8658214],"study_design_scores_gemma":[0.002708558,0.006467138,0.8335041,0.0006914845,0.0009213501,0.002171908,0.002872253,0.00762352,0.006499776,0.0009347492,0.1354735,0.0001316752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476221,0.02738112,0.0007771269,0.004835749,0.0002203184,0.0003678873,0.001624186,0.0000684997,0.01710316],"genre_scores_gemma":[0.9714825,0.01349073,0.002673774,0.0005916023,0.0001030044,0.00004286526,0.0006127693,0.00002391656,0.01097883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173379,"threshold_uncertainty_score":0.2360578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09325918966764346,"score_gpt":0.3783644541417334,"score_spread":0.28510526447409,"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."}}