{"id":"W4389076126","doi":"10.1093/icvts/ivad190","title":"Resource allocation during the coronavirus disease 2019 pandemic and the impact on patients with lung cancer: a systematic review","year":2023,"lang":"en","type":"review","venue":"Interdisciplinary CardioVascular and Thoracic Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pandemic; Medicine; Lung cancer; Psychological intervention; Health care; Population; Intensive care medicine; Cancer; Disease; Coronavirus disease 2019 (COVID-19); Family medicine; Environmental health; Internal medicine; Nursing; Economic growth; Infectious disease (medical specialty)","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":[0.005764468,0.001086292,0.005546347,0.006315328,0.0005413095,0.002560066,0.001442807,0.001801037,0.004477378],"category_scores_gemma":[0.03702317,0.0007587771,0.008249527,0.00846179,0.0005585273,0.001907648,0.001405378,0.00115232,0.0002535675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003397673,"about_ca_system_score_gemma":0.01103167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114789,"about_ca_topic_score_gemma":0.02576863,"domain_scores_codex":[0.9945647,0.002031389,0.001935168,0.0004092866,0.000838585,0.0002208584],"domain_scores_gemma":[0.9746014,0.01948987,0.004015591,0.0002444595,0.0013983,0.0002504431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002269831,0.00001643699,0.001520633,0.9546733,0.01311533,0.00007600916,0.000148169,0.0001817386,0.00006993136,0.000221743,0.001927651,0.02782203],"study_design_scores_gemma":[0.0002520198,0.0002042728,0.006812152,0.8909792,0.08361539,0.0002958467,0.000332073,0.0001293761,0.0001120478,0.0003978001,0.01682696,0.00004294332],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001409816,0.9970751,0.0000847822,0.0003503213,0.00009242821,0.0001359436,0.0005572195,0.000006174654,0.0002882942],"genre_scores_gemma":[0.01929963,0.9791275,0.0002736671,0.0005058126,0.00007291579,0.0003278998,0.0003059952,0.000005241992,0.00008140413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0114789,"threshold_uncertainty_score":0.03048581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06262490494298982,"score_gpt":0.4324606770671598,"score_spread":0.36983577212417,"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."}}