{"id":"W3046639523","doi":"10.5114/pja.2019.91214","title":"2019 ARIA – Care pathways for allergic rhinitis – Poland","year":2019,"lang":"en","type":"article","venue":"Alergologia Polska - Polish Journal of Allergology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute for Health and Care Excellence","keywords":"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":[0.001135326,0.0003440495,0.0002439693,0.001329271,0.0006406769,0.002478444,0.0006697662,0.0008742107,0.05719173],"category_scores_gemma":[0.002151937,0.0002616614,0.0006069087,0.0007712896,0.0002486994,0.001240434,0.002396413,0.001391619,0.01587518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002311103,"about_ca_system_score_gemma":0.008588997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008863622,"about_ca_topic_score_gemma":0.009535816,"domain_scores_codex":[0.9990159,0.0002310894,0.000147925,0.0001258252,0.0002092052,0.0002700282],"domain_scores_gemma":[0.998541,0.00009661157,0.0001992595,0.00006354204,0.0003279164,0.0007716761],"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":[0.0006365005,0.0005028557,0.02142916,0.001820641,0.0001738811,0.001555671,0.0007553655,0.000879871,0.002291919,0.01959605,0.2865673,0.6637908],"study_design_scores_gemma":[0.0002888709,0.0002471483,0.0380841,0.00122633,0.00008648253,0.001926468,0.0008604245,0.001187712,0.0007521161,0.003929083,0.9513735,0.00003769591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1597497,0.06463307,0.03610486,0.1108626,0.01276182,0.005125004,0.0211802,0.006222597,0.5833602],"genre_scores_gemma":[0.5966763,0.04141039,0.06567105,0.01527671,0.002732454,0.002432263,0.0169028,0.001081411,0.2578166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05719173,"threshold_uncertainty_score":0.1913254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628125889361634,"score_gpt":0.2593933867964301,"score_spread":0.2431121279028138,"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."}}