{"id":"W2998622251","doi":"10.1136/bmjopen-2019-032576","title":"Housing situation and healthcare for patients in a psychiatric centre in Berlin, Germany: a cross-sectional patient survey","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cross-sectional study; Psychological intervention; Psychiatry; Mental health; Mental illness; Catchment area; Supportive housing","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":[0.0005299313,0.0002064961,0.0002732687,0.0009689512,0.0003116787,0.0007030087,0.0003455324,0.000361247,0.001468857],"category_scores_gemma":[0.001297921,0.0002395484,0.0002798212,0.001159254,0.0002847397,0.0006116136,0.0007620209,0.0003531845,0.0002017759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008106758,"about_ca_system_score_gemma":0.0005280214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231718,"about_ca_topic_score_gemma":0.01809124,"domain_scores_codex":[0.9994747,0.0001431263,0.0001049983,0.00007140606,0.00009602452,0.0001098184],"domain_scores_gemma":[0.9991529,0.00007580203,0.0005193356,0.00002102346,0.0000551063,0.000175855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003876527,0.0000378139,0.9978908,0.00004013379,0.00003265169,0.0001178285,0.0002855973,0.0000332579,0.0001368661,0.00001156089,0.0002123361,0.001162372],"study_design_scores_gemma":[0.000003030708,0.00005655759,0.9991282,0.00001439018,0.000007443062,0.0001327561,0.0004497332,0.00004784975,0.00002060048,0.000003578987,0.00013331,0.000002604914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986946,0.0002139972,0.00003846937,0.0000644288,0.000004936996,0.00001915172,0.0007665841,0.000001983409,0.0001959676],"genre_scores_gemma":[0.9992924,0.0001657173,0.00006071473,0.00002658409,0.000004645117,0.00001787877,0.0003621051,5.816142e-7,0.00006941435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231718,"threshold_uncertainty_score":0.02449095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166131196703541,"score_gpt":0.4995233031921761,"score_spread":0.3829101835218219,"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."}}