{"id":"W4206445832","doi":"10.3390/children9010087","title":"Psychosocial Distress in Parents with Children Awaiting Surgery during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Children","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Distress; Psychosocial; Thematic analysis; Coping (psychology); Medicine; Pandemic; Anxiety; Psychiatry; Mental health; Psychology; Qualitative research; Coronavirus disease 2019 (COVID-19); Clinical psychology; Nursing; Disease; Infectious disease (medical specialty)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007000524,0.0002209001,0.0003152734,0.0001674998,0.002701767,0.00001394585,0.0004132139,0.0001005507,0.000394],"category_scores_gemma":[0.001216846,0.0001646834,0.0001008874,0.0005562043,0.0001234021,0.00007502647,0.0003232008,0.001460686,0.00002706067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005729362,"about_ca_system_score_gemma":0.0003786701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397521,"about_ca_topic_score_gemma":0.001020251,"domain_scores_codex":[0.9968134,0.001152842,0.0005224627,0.0004181709,0.0004485557,0.0006446104],"domain_scores_gemma":[0.997039,0.001948208,0.0003186232,0.0003879486,0.0001413305,0.0001648522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001725965,0.00004128433,0.9793355,0.0000312533,0.00005190391,0.00001015244,0.00445269,0.0001737934,0.000005170246,0.00004045177,0.01545173,0.0002334237],"study_design_scores_gemma":[0.001134189,0.00003445005,0.9919235,0.0001444473,0.00001810102,0.00005010459,0.005177305,0.000003041066,0.000001497479,0.00005032886,0.001232446,0.0002305743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950521,0.0002190393,0.000005917421,0.0008937058,0.001307209,0.001060956,0.0006254755,0.0001359053,0.0006997072],"genre_scores_gemma":[0.9898568,0.00003947071,0.000003560496,0.00819781,0.0004227604,0.000421915,0.0008091822,0.00004212292,0.0002063381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421928,"threshold_uncertainty_score":0.9985966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08149291152969118,"score_gpt":0.3670709507109101,"score_spread":0.2855780391812189,"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."}}