{"id":"W4382866446","doi":"10.5114/pja.2023.129073","title":"Small airways dysfunction – unappreciated feature of asthma","year":2023,"lang":"en","type":"article","venue":"Alergologia Polska - Polish Journal of Allergology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Feature (linguistics); Medicine; Internal medicine; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005225934,0.0003184551,0.0009725679,0.0008370531,0.00009385822,0.00001257253,0.0003480882,0.000550613,0.0004629085],"category_scores_gemma":[0.0008398972,0.0002445648,0.000522037,0.0008377208,0.0003913924,0.0001371982,0.0001275074,0.0006784289,0.0001192796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008987121,"about_ca_system_score_gemma":0.0005857381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004027943,"about_ca_topic_score_gemma":0.00004112431,"domain_scores_codex":[0.9975025,0.0002608973,0.0009156759,0.0002975778,0.0004048898,0.0006184329],"domain_scores_gemma":[0.9973268,0.0002776813,0.0009278023,0.0003766166,0.0006931591,0.0003979346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008999747,0.001942443,0.199748,0.0006123902,0.002958221,0.005721918,0.001311835,0.001134941,0.04851465,0.002148367,0.6742314,0.05267608],"study_design_scores_gemma":[0.005201779,0.005783863,0.9081426,0.0003107699,0.0003191667,0.002567066,0.001141326,0.00008248656,0.004592012,0.0004887107,0.07100615,0.0003640898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908912,0.001668133,0.00009220972,0.003049146,0.001417869,0.0002216544,0.00003350254,0.0001144059,0.002511832],"genre_scores_gemma":[0.9948654,0.0007971571,0.000395381,0.0009262384,0.0009416115,0.000005978704,0.00005858113,0.00005041595,0.001959199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7083946,"threshold_uncertainty_score":0.9973064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617137897063532,"score_gpt":0.2680408021458999,"score_spread":0.2418694231752646,"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."}}