{"id":"W3161152672","doi":"10.3390/curroncol28030173","title":"Psychosocial Distress in Adult Patients Awaiting Cancer Surgery during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Medicine; Psychosocial; Distress; Anxiety; Coping (psychology); Hospital Anxiety and Depression Scale; Thematic analysis; Psycho-oncology; Pandemic; Health care; Psychiatry; Clinical psychology; Disease; Qualitative research; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001768037,0.0001191685,0.0003251716,0.00005789917,0.0001098546,0.00001040147,0.00007523986,0.0001057998,0.0002771203],"category_scores_gemma":[0.0005616415,0.00009514119,0.0001209324,0.0002917214,0.0000829367,0.00003027347,0.00006263742,0.0003946892,0.000006540856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043929,"about_ca_system_score_gemma":0.0007707288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000893037,"about_ca_topic_score_gemma":0.03077524,"domain_scores_codex":[0.9986855,0.0002116165,0.0003031907,0.0002868147,0.0001990067,0.0003138568],"domain_scores_gemma":[0.9990287,0.0003630448,0.0001149769,0.0001755762,0.000167241,0.0001504483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496368,0.0002172686,0.9249557,0.0002679537,0.00001756243,0.00004385601,0.001861338,0.000002752284,0.00002695088,0.00002181126,0.002856006,0.06957912],"study_design_scores_gemma":[0.002464813,0.00002639383,0.7852399,0.0002161845,0.00005345184,0.00003022592,0.001450958,0.00001359245,0.00003625245,0.00003912925,0.2102722,0.0001568877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879233,0.00292684,0.00000923026,0.003545161,0.004896785,0.0001829284,0.00007330161,0.00003606476,0.0004064057],"genre_scores_gemma":[0.9953151,0.002111827,0.000001215644,0.001419812,0.0007744794,0.0001559853,0.0001181219,0.00001401466,0.0000893875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074162,"threshold_uncertainty_score":0.9869106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091552762543147,"score_gpt":0.4235601066883194,"score_spread":0.3144048304340047,"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."}}