{"id":"W6977544969","doi":"10.6084/m9.figshare.c.6898252","title":"Profiles of quality of life among patients using emergency departments for mental health reasons","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Quality of life (healthcare); Social support; Life satisfaction; Mental health service; Health care; Patient satisfaction; Cluster (spacecraft); Medical record","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":[0.0004857592,0.0001534242,0.0002291119,0.0009006517,0.0006069191,0.000743198,0.0002586922,0.0002447753,0.002445634],"category_scores_gemma":[0.002030517,0.00008652968,0.0003555096,0.001066067,0.0002923233,0.0003076779,0.0004328613,0.0004301257,0.0001845896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170527,"about_ca_system_score_gemma":0.001123085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09561615,"about_ca_topic_score_gemma":0.1456351,"domain_scores_codex":[0.9995754,0.00007707239,0.00004870602,0.00004172329,0.00008564477,0.0001714112],"domain_scores_gemma":[0.9983274,0.0001603012,0.00053469,0.00003603186,0.0004549331,0.0004865906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000031007,0.00001661212,0.9983789,0.000007459153,0.0000175628,0.00002265771,0.000135058,0.00002689669,0.00005849842,0.000007719328,0.0001507044,0.001146943],"study_design_scores_gemma":[0.000001496575,0.00002865261,0.9991726,0.000005886923,0.000002962184,0.00003560397,0.0005075278,0.00006557321,0.00001784175,0.000006600949,0.0001526848,0.000002505118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998244,0.0001060645,0.00003597405,0.0001069828,0.000003096261,0.00001418833,0.0008696406,0.000002183297,0.0006178876],"genre_scores_gemma":[0.9992563,0.00004179534,0.00004519494,0.00003139684,0.000002602769,0.000007104113,0.0005056458,5.870179e-7,0.0001093317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09561615,"threshold_uncertainty_score":0.1901192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2459729642663544,"score_gpt":0.4946008337995489,"score_spread":0.2486278695331945,"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."}}