{"id":"W2943101773","doi":"","title":"Inpatient Mental Health: What Helps People Transition Into Communities","year":2019,"lang":"en","type":"article","venue":"Sigma's 30th International Nursing Research Congress","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Transition (genetics); Psychology; Public relations; Environmental planning; Business; Geography; Psychiatry; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001206806,0.0002244082,0.000297186,0.0005596724,0.0007843244,0.0004195888,0.0006992131,0.0001182495,0.004583303],"category_scores_gemma":[0.00001494269,0.000220284,0.00009361122,0.0003263955,0.0003047963,0.0009463807,0.0001039241,0.0006168672,0.0008088056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325102,"about_ca_system_score_gemma":0.00009961258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003902683,"about_ca_topic_score_gemma":0.000767219,"domain_scores_codex":[0.9961584,0.0008270095,0.0004921655,0.000418132,0.001336217,0.0007680927],"domain_scores_gemma":[0.9983718,0.0003841303,0.0001501551,0.0004611715,0.0003807099,0.000252049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003224431,0.004039519,0.02027019,0.0003500592,0.0003684192,0.00002997944,0.2659616,0.00005262377,0.0002843887,0.0235176,0.07422812,0.607673],"study_design_scores_gemma":[0.02360291,0.009019633,0.1011394,0.01953262,0.0000459888,0.0002384217,0.7047281,0.008877903,0.002608043,0.02844248,0.09953192,0.002232608],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930674,0.002206542,0.00004732688,0.03649523,0.01327991,0.001588843,0.00008542315,0.00008862976,0.01553408],"genre_scores_gemma":[0.993095,0.0004593533,0.00009484209,0.0007982554,0.0002593771,0.0001904623,0.001045561,0.00004123471,0.004015844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6054404,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06602312105850479,"score_gpt":0.4711573392310838,"score_spread":0.4051342181725791,"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."}}