{"id":"W3198194846","doi":"10.1002/cam4.4253","title":"Pediatric hematology/oncology healthcare professional emotional health during COVID‐19","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Anxiety; Medicine; Depression (economics); Affect (linguistics); Health care; Internal medicine; Population; Mental health; Family medicine; Clinical psychology; Psychiatry; Psychology","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":[0.001377557,0.0001134527,0.0001885972,0.0002948787,0.0004559909,0.0007142411,0.0002632732,0.0003628927,0.002405415],"category_scores_gemma":[0.007993687,0.0001179922,0.0002479148,0.0003777805,0.0002860872,0.0004658425,0.001196041,0.0005918984,0.0002690509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006352,"about_ca_system_score_gemma":0.001094014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003577646,"about_ca_topic_score_gemma":0.006822446,"domain_scores_codex":[0.998342,0.0006360167,0.000129103,0.0001129888,0.0003502436,0.000429523],"domain_scores_gemma":[0.9950394,0.0009834594,0.002656058,0.00009359883,0.0004323321,0.0007950939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007493,0.00009786397,0.9734143,0.0001336191,0.00003677582,0.0004442037,0.002267091,0.00005672245,0.0001963317,0.00005379703,0.001799572,0.02139897],"study_design_scores_gemma":[0.000005691123,0.0001833441,0.9921253,0.0001575504,0.00001464682,0.0008218146,0.004442965,0.00009529344,0.0001084847,0.00004105005,0.00199917,0.00000470338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947019,0.001301198,0.000119314,0.001051898,0.0000430275,0.00003718049,0.0002514536,0.000006784366,0.002487204],"genre_scores_gemma":[0.9978111,0.0009648522,0.0001503125,0.0004266685,0.00005451958,0.00003915817,0.0002352315,0.000002168086,0.0003159894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003577646,"threshold_uncertainty_score":0.008046865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159012352519524,"score_gpt":0.5254110249887193,"score_spread":0.4095097897367669,"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."}}