{"id":"W3084024334","doi":"10.2196/23057","title":"Psychosocial Challenges and Opportunities for Youth With Chronic Health Conditions During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Starship Foundation; National Institutes of Health; Auckland Medical Research Foundation","keywords":"Psychosocial; Pandemic; Mental health; Psychological resilience; Coronavirus disease 2019 (COVID-19); Anxiety; Psychology; Closure (psychology); Health care; Domestic violence; Medicine; Psychiatry; Political science; Suicide prevention; Environmental health; Poison control; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006243214,0.0001794162,0.0002784256,0.00006668511,0.002568163,0.00002399205,0.00009888115,0.0001403632,0.00002230565],"category_scores_gemma":[0.0001161226,0.0001303265,0.00003994173,0.0001206734,0.00007525826,0.0000872404,0.00008144098,0.000519925,0.000002095412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049444,"about_ca_system_score_gemma":0.00109209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008030075,"about_ca_topic_score_gemma":0.0004637456,"domain_scores_codex":[0.9981987,0.0002848344,0.0004315331,0.0003315633,0.0001793783,0.0005739352],"domain_scores_gemma":[0.9983079,0.0005201386,0.0003897198,0.0001130747,0.00008221667,0.0005869211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000166032,0.00002980871,0.8670225,0.01333896,0.00002779255,0.000004964348,0.1012532,0.000004425608,0.000001157623,0.002123883,0.008405891,0.007621429],"study_design_scores_gemma":[0.00954082,0.001268599,0.4255957,0.0003915163,0.0002802518,0.00002293163,0.2675797,0.0004292921,1.606909e-7,0.0007115857,0.2929862,0.001193263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856586,0.02895745,0.0002984446,0.08078828,0.000324162,0.002767635,0.0007154195,0.000216483,0.0002735503],"genre_scores_gemma":[0.944753,0.04527141,0.00002726032,0.00545994,0.003983263,0.0002557322,0.0001102027,0.00003068732,0.0001085068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4414268,"threshold_uncertainty_score":0.9987304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3497668396336739,"score_gpt":0.4512613819262917,"score_spread":0.1014945422926177,"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."}}