{"id":"W3204425181","doi":"10.1186/s12888-021-03446-1","title":"Exploring the experience of boarded psychiatric patients in adult emergency departments","year":2021,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; Alberta Health; Alberta Health Services; Mount Royal University","funders":"","keywords":"Medicine; Emergency department; Odds; Emergency medicine; Odds ratio; Adverse effect; Psychiatry; Retrospective cohort study; Pediatrics; Logistic regression; 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":[0.0008341665,0.0001510926,0.0002120582,0.0008872684,0.0004847365,0.0008515709,0.0003324958,0.0002714485,0.001350525],"category_scores_gemma":[0.006649744,0.0001815915,0.0002796076,0.0008024261,0.0004222606,0.0006786026,0.0008919006,0.0006636686,0.0001169474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007838163,"about_ca_system_score_gemma":0.0007411018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006239308,"about_ca_topic_score_gemma":0.01078912,"domain_scores_codex":[0.9988794,0.000332485,0.0002233628,0.00009289876,0.0002676946,0.0002041736],"domain_scores_gemma":[0.9905872,0.0009516371,0.006619614,0.00009545525,0.0006450303,0.001101097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004690657,0.0000231654,0.9966877,0.00002979547,0.0000155587,0.0003507296,0.0005725127,0.00003610568,0.0001039804,0.00001149087,0.0002191823,0.001902777],"study_design_scores_gemma":[0.000002963812,0.0001153387,0.9956675,0.0000314438,0.000009032476,0.001160347,0.002436649,0.00007559288,0.00005838981,0.00001143761,0.0004262668,0.000005151479],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988212,0.0003044369,0.00004485215,0.0001691576,0.000008541117,0.0000143292,0.0001489352,0.000002334461,0.0004861342],"genre_scores_gemma":[0.9993768,0.0002492253,0.00008635845,0.00005793079,0.00001574639,0.000007058565,0.0001407442,8.937932e-7,0.00006531627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006239308,"threshold_uncertainty_score":0.01240593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07523548919306851,"score_gpt":0.3621945958387742,"score_spread":0.2869591066457057,"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."}}