{"id":"W4200426075","doi":"10.3390/cancers13246294","title":"Mental Health and Adherence to COVID-19 Protective Behaviors among Cancer Patients during the COVID-19 Pandemic: An International, Multinational Cross-Sectional Study","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"University of Nicosia; Lunds Universitet; University of Cyprus; Cyprus University of Technology; Universität Basel","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Multinational corporation; 2019-20 coronavirus outbreak; Cross-sectional study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Environmental health; Virology; Internal medicine; Political science; Disease; Pathology; Infectious disease (medical specialty); Outbreak","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":[0.001010229,0.0001918613,0.0002452102,0.000444719,0.0005917738,0.0007073858,0.000286094,0.0005673779,0.001300123],"category_scores_gemma":[0.002410718,0.0002941329,0.0003717956,0.000727775,0.0002389193,0.0006220517,0.0005794941,0.000930547,0.0002182229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168726,"about_ca_system_score_gemma":0.0003530025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007140585,"about_ca_topic_score_gemma":0.0113485,"domain_scores_codex":[0.9996431,0.0001135109,0.00004793175,0.00005999937,0.00005517531,0.00008027915],"domain_scores_gemma":[0.9986991,0.0001710029,0.0005824101,0.00009513107,0.0001609724,0.0002914511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003447417,0.00008742132,0.9989183,0.000008611881,0.00002048911,0.00001724917,0.0002391314,0.000009225588,0.00006285766,0.000004248846,0.00005653675,0.0005415502],"study_design_scores_gemma":[0.000003123812,0.0001345184,0.9989572,0.000007223836,0.00001126016,0.00005255235,0.0006683876,0.00004719467,0.0000176034,0.0000032213,0.00009531977,0.000002408615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993755,0.00008130616,0.00002471635,0.0000456463,0.000003778504,0.00001863156,0.0002187865,8.784234e-7,0.0002307602],"genre_scores_gemma":[0.9994959,0.00007077381,0.00005488591,0.0000544405,0.000005333173,0.00002130193,0.0001946097,7.146159e-7,0.000101952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007140585,"threshold_uncertainty_score":0.01419801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299632930074275,"score_gpt":0.4890472867508858,"score_spread":0.3590839937434583,"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."}}