{"id":"W4285255759","doi":"10.5114/kitp.2022.117505","title":"Can the development of lung fibrosis be prevented afterCOVID-19 infection?","year":2022,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung; Cardiothoracic surgery; Coronavirus disease 2019 (COVID-19); Lung fibrosis; Fibrosis; Medicine; Pulmonary fibrosis; Internal medicine; Surgery; 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":[0.003742552,0.0004999592,0.0009393082,0.00145526,0.0008250822,0.003220725,0.0008260828,0.002081275,0.02860789],"category_scores_gemma":[0.01209993,0.0002585107,0.000916494,0.0005235663,0.0008473223,0.002600673,0.00124492,0.002495749,0.01486352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000540396,"about_ca_system_score_gemma":0.002070835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176345,"about_ca_topic_score_gemma":0.002261186,"domain_scores_codex":[0.998491,0.0003914857,0.0001430035,0.0001267308,0.0006025835,0.0002451868],"domain_scores_gemma":[0.9944078,0.001538522,0.0009634862,0.000413035,0.001670884,0.001006357],"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":[0.001347033,0.0004574787,0.01166617,0.00324108,0.0001037081,0.001687064,0.0003850476,0.0001456887,0.006954624,0.005016404,0.4064741,0.5625215],"study_design_scores_gemma":[0.0002016361,0.00144664,0.02889719,0.003863502,0.0001673724,0.004749726,0.0008202882,0.0002168494,0.007426279,0.00490022,0.9472025,0.0001077336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.03337133,0.5416816,0.00765281,0.2604802,0.03739869,0.0005291449,0.003340333,0.001757059,0.1137889],"genre_scores_gemma":[0.1919,0.5975145,0.01124093,0.05317686,0.02834627,0.0008278228,0.0051485,0.0005146823,0.1113304],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02860789,"threshold_uncertainty_score":0.09570301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07279487587204504,"score_gpt":0.3914486174681315,"score_spread":0.3186537415960864,"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."}}