{"id":"W4282943121","doi":"10.1111/eip.13316","title":"Rate of adolescent inpatient admission for psychosis during the COVID‐19 pandemic: A retrospective chart review","year":2022,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Children's Hospital of Eastern Ontario","funders":"","keywords":"Pandemic; Psychosis; Medicine; Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Psychiatry; Mental health; Inpatient care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pediatrics; Emergency medicine; Health care; Disease; Internal medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001695927,0.0001651236,0.0003041628,0.0001787776,0.000269782,0.000008832315,0.0003198203,0.0000562072,0.003033791],"category_scores_gemma":[0.00007823003,0.0001408703,0.0003951724,0.0004298547,0.0000428444,0.00005560515,0.0001163288,0.0004301375,0.00001843021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008579944,"about_ca_system_score_gemma":0.0001209418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009688952,"about_ca_topic_score_gemma":0.0004131911,"domain_scores_codex":[0.9975148,0.0006514055,0.0008566431,0.0004436943,0.0002260343,0.000307407],"domain_scores_gemma":[0.99875,0.00006701248,0.0005448243,0.0004527149,0.00004678722,0.0001386352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295856,0.00149615,0.9480644,0.003562112,0.00006063879,0.000001346825,0.002134187,0.000004629897,0.00003755032,0.002169671,0.03787607,0.003297394],"study_design_scores_gemma":[0.004212365,0.001576773,0.9154161,0.001953826,0.00005285212,0.00002531346,0.001756683,0.000007639403,0.000009450204,0.002061216,0.0727132,0.0002145341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536547,0.0239649,0.0006681985,0.009258985,0.008395392,0.003359701,0.000263337,0.0000738494,0.0003609376],"genre_scores_gemma":[0.9893266,0.0007924666,0.00004770653,0.006287675,0.0001319569,0.001679594,0.00003628644,0.0000293535,0.001668367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0356719,"threshold_uncertainty_score":0.9978776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06493694242769013,"score_gpt":0.4254935297417599,"score_spread":0.3605565873140698,"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."}}