{"id":"W4213368809","doi":"10.3390/curroncol29020090","title":"Psychosocial Implications of COVID-19 on Head and Neck Cancer","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Medicine; Pandemic; Distress; Population; Health care; Head and neck cancer; Triage; Family medicine; Disease; Coronavirus disease 2019 (COVID-19); Cancer; Intensive care medicine; Nursing; Psychiatry; Clinical psychology; Environmental health; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001805165,0.0001503003,0.000234153,0.0003821587,0.003445012,0.001352824,0.0002749549,0.0007395458,0.00843439],"category_scores_gemma":[0.007426126,0.00009945878,0.0003595666,0.000420655,0.001466977,0.001171088,0.003388628,0.002280069,0.0005253957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400256,"about_ca_system_score_gemma":0.003557818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009841358,"about_ca_topic_score_gemma":0.02826741,"domain_scores_codex":[0.9984695,0.000778345,0.00005260545,0.00005248553,0.0003074206,0.000339503],"domain_scores_gemma":[0.9966756,0.0009622595,0.0005283859,0.00006755687,0.000475412,0.001290863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003137201,0.0008192448,0.2903833,0.001319894,0.000257955,0.01121336,0.05691874,0.0007860004,0.002235756,0.01989073,0.1789005,0.4369608],"study_design_scores_gemma":[0.00004564894,0.0009637442,0.4348713,0.003823713,0.0001634259,0.009556509,0.1841141,0.0004116591,0.0005474015,0.01415391,0.3511721,0.0001765408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5453812,0.02873706,0.0007925949,0.3027429,0.00343697,0.0001549844,0.0007555856,0.00005219998,0.1179465],"genre_scores_gemma":[0.955926,0.01681067,0.0004733176,0.02260244,0.0008412906,0.00004673103,0.0001761126,0.00001504143,0.00310833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009841358,"threshold_uncertainty_score":0.02821583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3372805609419533,"score_gpt":0.5835584887862164,"score_spread":0.2462779278442631,"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."}}