{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001740922,0.0001752907,0.0003636662,0.0005862637,0.001573093,0.001268315,0.000334125,0.0005359775,0.001263265],"category_scores_gemma":[0.005408213,0.0002266623,0.0003221167,0.0007062689,0.0007083025,0.0007257381,0.001503602,0.0007244135,0.0001081352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438855,"about_ca_system_score_gemma":0.001720927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319928,"about_ca_topic_score_gemma":0.02907384,"domain_scores_codex":[0.9988159,0.0005841599,0.0001030325,0.00007424302,0.0001384654,0.0002842007],"domain_scores_gemma":[0.9981213,0.0005470625,0.0006087161,0.00004296707,0.0002414086,0.0004384234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002022712,0.0001714209,0.8630657,0.000276907,0.00006166675,0.0009784969,0.1200897,0.00006383844,0.000819292,0.0001400838,0.001055496,0.01307524],"study_design_scores_gemma":[0.00001478372,0.0006528271,0.6651282,0.0002016682,0.00002866836,0.000982312,0.3307221,0.0001625383,0.000157358,0.0001044007,0.001808448,0.00003669657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990651,0.0002279349,0.00003031709,0.000240272,0.000008051807,0.00002582795,0.00005578225,8.867944e-7,0.0003457025],"genre_scores_gemma":[0.9992772,0.0002765457,0.00007544334,0.0001920998,0.000008627053,0.00003215676,0.00004390552,6.986643e-7,0.00009339582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319928,"threshold_uncertainty_score":0.02624488,"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."}}