{"id":"W2982120077","doi":"","title":"Trends and Predictors of Repeat Mental Health Visits to a Pediatric Emergency Department in Hamilton, Ontario.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University","funders":"","keywords":"Medicine; Emergency department; Mental health; Depression (economics); Odds ratio; Logistic regression; Odds; Medical record; Anxiety; Medical diagnosis; Family medicine; Emergency medicine; Psychiatry; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002246332,0.0001543565,0.0001791431,0.0006120073,0.0007458573,0.0005471746,0.0007499258,0.000325407,0.00181074],"category_scores_gemma":[0.001257414,0.0002211971,0.000305108,0.001267424,0.0003421026,0.0003091741,0.0004600488,0.0005560655,0.0001235294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008257177,"about_ca_system_score_gemma":0.006870741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9361458,"about_ca_topic_score_gemma":0.9749485,"domain_scores_codex":[0.9995888,0.0000212191,0.00003175327,0.00006665289,0.0001578918,0.000133734],"domain_scores_gemma":[0.9985034,0.00009176072,0.0007017865,0.0000363936,0.0003825663,0.0002841044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001248303,0.000005777079,0.9985599,0.000007077078,0.00001134281,0.00005028347,0.0001379647,0.0000161773,0.0000431335,0.000009051383,0.000359257,0.0007875668],"study_design_scores_gemma":[0.000001474728,0.000007453661,0.9992825,0.000008403826,0.00000543469,0.00005447837,0.0003647092,0.00007433943,0.00001516811,0.000002833481,0.000181788,0.000001390223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955447,0.0003981379,0.00004492323,0.0003505529,0.000005760185,0.00001486052,0.002770351,0.000009690079,0.0008610007],"genre_scores_gemma":[0.9983562,0.0001930959,0.00006219908,0.00004529371,0.000005197991,0.000008013922,0.0008994116,0.000002248159,0.0004282733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06385416,"threshold_uncertainty_score":0.1284603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205058418094015,"score_gpt":0.2519454537984661,"score_spread":0.239894869617526,"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."}}