{"id":"W4388185745","doi":"10.1183/13993003.congress-2023.pa3890","title":"Has the covid pandemic influenced the diagnosis of patients with lung cancer?","year":2023,"lang":"en","type":"article","venue":"Lung Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Referral; Retrospective cohort study; Stage (stratigraphy); Quarter (Canadian coin); Cancer; Pediatrics; Disease; Internal medicine; Family medicine; Infectious disease (medical specialty)","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":[0.00129538,0.0001362721,0.000221356,0.000576393,0.0004921253,0.000895372,0.0004296445,0.0008192686,0.005049071],"category_scores_gemma":[0.006517943,0.0001604941,0.0004285698,0.001671984,0.0004726482,0.00084417,0.0006691808,0.0007368979,0.0004382214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009819574,"about_ca_system_score_gemma":0.001645388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02467799,"about_ca_topic_score_gemma":0.02608748,"domain_scores_codex":[0.9989282,0.0003369775,0.0001037485,0.0002196241,0.0001143452,0.0002970755],"domain_scores_gemma":[0.9961151,0.0009642324,0.001790499,0.0001411063,0.0003328201,0.0006563089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105818,0.00001623491,0.9971909,0.00002758897,0.00001632823,0.00005388826,0.0001416199,0.00002112677,0.00003912801,0.00003002828,0.0004368718,0.001915722],"study_design_scores_gemma":[0.000002282883,0.00003380342,0.9985811,0.00003191696,0.000008477008,0.00008027726,0.000698187,0.00002920578,0.00001548512,0.00001565749,0.0005007274,0.000003083379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893684,0.003296709,0.00009740424,0.003327851,0.000172183,0.00001673662,0.001544487,0.000004707726,0.002171559],"genre_scores_gemma":[0.9974885,0.0009147153,0.00006583118,0.0003126924,0.0001422682,0.00001226776,0.0008208868,0.000003650153,0.0002392218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02467799,"threshold_uncertainty_score":0.04906869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05877271174007154,"score_gpt":0.4086830918203558,"score_spread":0.3499103800802843,"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."}}