{"id":"W3196483522","doi":"10.1111/eip.13219","title":"The prevalence and impact of adolescent hospitalization to adult psychiatric units","year":2021,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Psychiatry; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005656209,0.0001427307,0.0001876115,0.0001634848,0.0003116719,0.00001742313,0.000167337,0.0001596426,0.0001452643],"category_scores_gemma":[0.000348055,0.0001109134,0.0001269774,0.001143114,0.00002970267,0.0001124355,0.00009634965,0.0004699191,0.00004480924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124341,"about_ca_system_score_gemma":0.0004144173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005230211,"about_ca_topic_score_gemma":0.001493172,"domain_scores_codex":[0.997601,0.0006447137,0.0008769702,0.0002781739,0.0002315856,0.0003675045],"domain_scores_gemma":[0.9984722,0.00009340083,0.0003288126,0.0003243628,0.0006257772,0.0001554038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000097408,0.0001267327,0.9835651,0.001374026,0.00001307529,6.36004e-7,0.001115288,0.000003880506,0.000002260221,0.002204878,0.008846798,0.002649898],"study_design_scores_gemma":[0.0008767823,0.000263865,0.994963,0.00124409,0.00001939345,0.000001221831,0.001314089,0.00002861126,0.000001521984,0.0007840174,0.0003946057,0.0001087864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870831,0.004936586,0.000538726,0.002962176,0.003341761,0.0007443688,0.00004840946,0.00002987215,0.0003149667],"genre_scores_gemma":[0.996997,0.0009898797,0.0001875528,0.0002916769,0.0003864883,0.00004839568,0.00001440931,0.00001993305,0.001064686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0113979,"threshold_uncertainty_score":0.4522919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739087364294164,"score_gpt":0.4104752876312379,"score_spread":0.3830844139882963,"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."}}