{"id":"W2165094418","doi":"10.1192/pb.bp.109.025023","title":"The Debt and Mental Health Evidence Form","year":2010,"lang":"en","type":"article","venue":"The Psychiatrist","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"CLARITY; Creditor; Mental health; Debt; Stakeholder; Relevance (law); Affect (linguistics); Health professionals; Medicine; Psychology; Public relations; Business; Finance; Psychiatry; Health care; 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":[],"consensus_categories":[],"category_scores_codex":[0.001431148,0.00007863,0.0001190574,0.00003449371,0.0008319831,0.00009239577,0.000277425,0.00002841768,0.00003170301],"category_scores_gemma":[0.00005663047,0.00005149425,0.00004182645,0.00009982,0.00009770029,0.00008264402,0.00007304358,0.0002094799,0.0001816787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002703143,"about_ca_system_score_gemma":0.00002664038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004264717,"about_ca_topic_score_gemma":0.006395798,"domain_scores_codex":[0.9991826,0.00001668267,0.0003183996,0.0001749323,0.00002912414,0.0002782268],"domain_scores_gemma":[0.9992589,0.00008586809,0.0001767491,0.0003875042,0.000006440354,0.00008455499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001145629,0.00001451864,0.005933271,0.00002222806,0.00001184317,5.889182e-8,0.0007792513,1.218619e-7,9.452554e-7,0.9481807,0.03073085,0.01431481],"study_design_scores_gemma":[0.000149533,0.00005626133,0.02160854,0.000006709615,0.000001225601,0.000004330869,0.000152137,0.0001567758,0.000001160102,0.1015072,0.8762768,0.00007928968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09346637,0.01755116,0.0003306026,0.8617956,0.003339696,0.0007374478,0.00006778527,0.00004742093,0.02266392],"genre_scores_gemma":[0.9872919,0.00579855,0.0002804951,0.00509123,0.0003062561,0.00002563338,0.000001548137,0.00001068974,0.001193664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8938256,"threshold_uncertainty_score":0.6447005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906520736503329,"score_gpt":0.299683436752929,"score_spread":0.2606182293878958,"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."}}