{"id":"W3143895535","doi":"10.5114/pjr.2021.104620","title":"Imaging conundrum – COVID-related lung changes or connective tissue disease-related interstitial lung disease","year":2021,"lang":"en","type":"article","venue":"Polish Journal of Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interstitial lung disease; Lung; Connective tissue; Pathology; Coronavirus disease 2019 (COVID-19); Connective tissue disease; Lung disease; Disease; Infectious disease (medical specialty); Internal medicine; Autoimmune disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003015183,0.00119769,0.001521866,0.005684101,0.0008848382,0.004829247,0.001504044,0.002279405,0.1867996],"category_scores_gemma":[0.01463776,0.0006193228,0.001016016,0.003317571,0.0009904311,0.003519436,0.0019288,0.00359428,0.1556288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319757,"about_ca_system_score_gemma":0.002295284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002234773,"about_ca_topic_score_gemma":0.003425286,"domain_scores_codex":[0.9976553,0.000377971,0.0004124077,0.0002358705,0.001150804,0.0001675871],"domain_scores_gemma":[0.9883108,0.002587016,0.001177704,0.0007447234,0.005650491,0.001529292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00006057781,0.00001947749,0.0003456596,0.0006762983,0.000007160833,0.0002333033,0.00004554118,0.00002976819,0.0004367853,0.001076209,0.8728658,0.1242033],"study_design_scores_gemma":[0.0000153648,0.00003338092,0.001132246,0.001049469,0.00001416869,0.00194843,0.0001056945,0.0000602746,0.0004035132,0.001351742,0.9938703,0.00001542227],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002765389,0.2349692,0.0205745,0.114519,0.1353768,0.001975306,0.01543719,0.007905727,0.4664769],"genre_scores_gemma":[0.01411106,0.2154418,0.02933654,0.03276255,0.06480437,0.0008963108,0.01924335,0.003609318,0.6197948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1867996,"threshold_uncertainty_score":0.624907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297184177482686,"score_gpt":0.3184519046750319,"score_spread":0.305480062900205,"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."}}