{"id":"W2063064431","doi":"10.1192/pb.25.4.137","title":"Service innovations: a service for the homeless with mental illness in Aberdeen","year":2001,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Quarter (Canadian coin); Mentally ill; Medicine; Mental health; Psychiatry; Service (business); Mental health service; Social care; Social work; Nursing; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007135533,0.0002039446,0.0003966559,0.0001460282,0.00120208,0.00002438778,0.0003918891,0.0001814036,0.0007325779],"category_scores_gemma":[0.00003105163,0.0001367577,0.00003899077,0.002230971,0.0000269188,0.0000524807,0.00007560566,0.0004475675,0.0003120079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009532007,"about_ca_system_score_gemma":0.0001967121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01037131,"about_ca_topic_score_gemma":0.06721946,"domain_scores_codex":[0.9981589,0.0001932955,0.0005156154,0.000310245,0.0002502775,0.0005716144],"domain_scores_gemma":[0.9983904,0.0005833131,0.0002254136,0.0003317171,0.000403735,0.00006544902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001954067,0.001056381,0.719999,0.001845716,0.0002223667,0.00001178565,0.1966912,0.0001530167,0.00001772645,0.02224108,0.01716756,0.03864014],"study_design_scores_gemma":[0.004275946,0.00007108539,0.0883126,0.0001647801,0.00005298926,0.000001059321,0.2588935,0.0002714769,0.000001714006,0.0008141269,0.6467314,0.0004092423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085311,0.0009133997,0.0006650445,0.08332625,0.0009235573,0.002351521,0.0000435282,0.0001009172,0.003144663],"genre_scores_gemma":[0.9905478,0.0003865992,0.0006712035,0.005427776,0.0006794992,0.001634484,0.0000506084,0.00005255554,0.000549487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6316864,"threshold_uncertainty_score":0.9962187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292943631886959,"score_gpt":0.3610177835916619,"score_spread":0.3280883472727923,"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."}}