{"id":"W3161623309","doi":"10.1016/j.psychres.2021.114000","title":"Identification of psychiatric inpatient recovery trajectories using routine outcome monitoring with emerging adults","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Distress; Psychiatry; Inpatient care; Depression (economics); Emergency department; Health care; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227276,0.0003167134,0.0003481494,0.001218882,0.0008969308,0.0012398,0.0005678716,0.000462071,0.0008290917],"category_scores_gemma":[0.005771517,0.0001760663,0.0003839744,0.000798292,0.0001790145,0.001469888,0.001317532,0.001036164,0.0002857821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007630559,"about_ca_system_score_gemma":0.001428682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01382548,"about_ca_topic_score_gemma":0.03745959,"domain_scores_codex":[0.9993401,0.0001583709,0.00009793691,0.00009416111,0.0001185715,0.0001908856],"domain_scores_gemma":[0.9978327,0.0003001062,0.0008927209,0.0001098731,0.0005567188,0.0003079308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006751655,0.0001225535,0.9919069,0.000009057941,0.000009593515,0.00005376491,0.0003060829,0.00004034671,0.0001205743,0.00003958833,0.0002279236,0.007096021],"study_design_scores_gemma":[0.000005864716,0.0002361127,0.9961526,0.00004184759,0.00001301061,0.0001936163,0.002052793,0.000683294,0.0001806825,0.0001113168,0.0003227306,0.000006082082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982517,0.0001070695,0.0002897846,0.0001259433,0.000009669311,0.00006354017,0.0003797468,0.000006777902,0.0007657438],"genre_scores_gemma":[0.9974625,0.0001978935,0.0007576676,0.00006235439,0.000007597573,0.00008291427,0.00102833,0.000005212227,0.0003954947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01382548,"threshold_uncertainty_score":0.02749002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1833034245490384,"score_gpt":0.5170328481875226,"score_spread":0.3337294236384842,"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."}}