{"id":"W3135170522","doi":"10.1097/pec.0000000000002387","title":"Second-Generation Antipsychotic Use in Pediatric Emergency Medicine","year":2021,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Dyslipidemia; Emergency department; Antipsychotic; Medical prescription; Metabolic syndrome; Pediatric emergency medicine; Diabetes mellitus; Atypical antipsychotic; Pediatrics; Intensive care medicine; Emergency medicine; Schizophrenia (object-oriented programming); Psychiatry; Nursing; Emergency physician","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001988407,0.0003569968,0.0004974834,0.0006485237,0.0001316252,0.00001039827,0.0001416524,0.0001798898,0.01802113],"category_scores_gemma":[0.0006442843,0.0003146844,0.0002296732,0.002483747,0.00001938442,0.0002299952,0.00006976445,0.0004093715,0.000243827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916732,"about_ca_system_score_gemma":0.0005388554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001298786,"about_ca_topic_score_gemma":0.004536699,"domain_scores_codex":[0.9966545,0.0001600857,0.000945418,0.000786798,0.0007980683,0.0006551106],"domain_scores_gemma":[0.9979273,0.00005238035,0.0001517387,0.0006842283,0.0007310464,0.0004532686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002549993,0.0003145392,0.9537715,0.0004773372,0.00004471744,0.0004697486,0.0005678458,0.000008475479,0.0005051284,0.0001298125,0.0427845,0.0006713603],"study_design_scores_gemma":[0.00380912,0.0004025364,0.9928135,0.00001024378,0.0004813501,0.00004173965,0.0003532711,0.0000619491,0.0002694305,0.0001783309,0.001238936,0.000339575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433662,0.04949414,0.00002595161,0.0006462379,0.003025179,0.0005344997,0.00004632975,0.00007891394,0.002782488],"genre_scores_gemma":[0.922024,0.06777815,0.0004686551,0.00004315167,0.004918743,0.00009626745,0.0007274142,0.00005538544,0.003888271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04154556,"threshold_uncertainty_score":0.9999305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05472301313584995,"score_gpt":0.3345298289285557,"score_spread":0.2798068157927057,"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."}}