{"id":"W2741047233","doi":"10.1111/eip.12468","title":"Characterizing the inpatient care of young adults experiencing early psychosis: A medical record review","year":2017,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; St. Paul's Hospital; Centre for Advancing Health Outcomes; Providence Health Care Research Institute; Providence Health Care","funders":"","keywords":"Medicine; Seclusion; Emergency department; Medical record; Demographics; Emergency medicine; Inpatient care; Mental health; Health care; Pediatrics; Psychiatry; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.0004614832,0.0001692623,0.0003623433,0.0001215424,0.0001776445,0.0000554741,0.0004229661,0.00009885849,0.0004817478],"category_scores_gemma":[0.0003181087,0.0001160641,0.0003785393,0.0001232604,0.0001161481,0.0001994156,0.0001128182,0.0004029341,0.0000431575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008617195,"about_ca_system_score_gemma":0.0001144125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002510435,"about_ca_topic_score_gemma":0.003930327,"domain_scores_codex":[0.9978451,0.0001327107,0.0007157022,0.0003207817,0.0007060638,0.0002795992],"domain_scores_gemma":[0.9983441,0.00002284456,0.0004262325,0.0008725576,0.0001577201,0.0001765555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001760769,0.0004515543,0.8665711,0.001546755,0.0001036016,0.00002372019,0.003330838,6.427893e-9,0.0000110131,0.0002370774,0.0004779931,0.1254856],"study_design_scores_gemma":[0.003888259,0.001217516,0.9584506,0.03446619,0.00005474295,0.00002642882,0.001395993,0.000007305957,0.00009676434,0.0001027972,0.0001896961,0.0001037714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974004,0.01667055,0.0000178985,0.005754283,0.001978981,0.0008287076,0.000008942633,0.00002304362,0.0007136489],"genre_scores_gemma":[0.9962661,0.002323287,0.0005267471,0.0002247029,0.0002144736,0.000338794,0.00001609544,0.00002052754,0.00006930431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253818,"threshold_uncertainty_score":0.5274801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841960762163283,"score_gpt":0.3431715567919646,"score_spread":0.3247519491703318,"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."}}