{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004433552,0.0001931467,0.0002369139,0.0001383539,0.0007802335,0.00009362101,0.0001547792,0.00007612539,0.0004588664],"category_scores_gemma":[0.001198801,0.0001637694,0.00005346817,0.000298772,0.0001661148,0.0002468058,0.0001253979,0.0003403831,0.000002945232],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01521874,"about_ca_system_score_gemma":0.01064633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04224227,"about_ca_topic_score_gemma":0.03438368,"domain_scores_codex":[0.9977544,0.0001683999,0.000398454,0.0006254506,0.0007067596,0.0003465265],"domain_scores_gemma":[0.997617,0.0001253819,0.0001927067,0.0002303756,0.0003884333,0.001446124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006524883,0.0001747247,0.9832377,0.0001447914,0.00006388794,0.00001712986,0.01349888,0.000636682,0.0001427877,0.000007792609,0.0002959426,0.001127214],"study_design_scores_gemma":[0.004105919,0.0008665283,0.9874039,0.00004496642,0.00001315212,0.0000333756,0.002961674,0.00009676325,0.00003335092,0.00001097765,0.004270504,0.0001589024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920315,0.0001817323,0.00006228773,0.003971561,0.0007041931,0.002482559,0.0004747231,0.00007317276,0.00001823768],"genre_scores_gemma":[0.9801472,0.0001239815,0.00003797659,0.01818434,0.000238163,0.000712216,0.0001402888,0.00002265984,0.0003931119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421278,"threshold_uncertainty_score":0.9949624,"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."}}