{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005851219,0.0002144408,0.0006226375,0.0001935905,0.0004717219,0.00000266539,0.0001652547,0.0002176069,0.01245154],"category_scores_gemma":[0.0001753966,0.0001865007,0.00006516273,0.0005460911,0.0001709729,0.00003908415,0.00009188874,0.0005651985,0.0001219868],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245207,"about_ca_system_score_gemma":0.01097145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335151,"about_ca_topic_score_gemma":0.001991458,"domain_scores_codex":[0.9969947,0.0005495476,0.0006632637,0.0006714058,0.0003684242,0.0007526477],"domain_scores_gemma":[0.9977492,0.0003512162,0.0003026287,0.0003675886,0.0001392865,0.0010901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007475761,0.0008810887,0.5407205,0.006195468,0.0001162944,0.0015253,0.02248997,0.00001088304,0.0001536917,0.04267038,0.3600442,0.02444467],"study_design_scores_gemma":[0.01039708,0.001069064,0.5410996,0.0004397609,0.00006122544,0.001715434,0.01056866,0.000009076352,0.00004469215,0.001768715,0.4324202,0.0004065233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3779022,0.09010784,0.0002224968,0.5152877,0.01356462,0.0007035192,0.0001288691,0.000178925,0.001903797],"genre_scores_gemma":[0.8588707,0.005047668,0.0001208601,0.1208389,0.004714822,0.0003894777,0.0002971306,0.00004659465,0.00967389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4809684,"threshold_uncertainty_score":0.9946354,"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."}}