{"id":"W3162337538","doi":"10.1177/07067437211017868","title":"The WHODAS-2 and Community Psychiatry","year":2021,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Psychiatry; Medicine; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003602641,0.0007336721,0.001080393,0.001168504,0.008900777,0.002981197,0.001584029,0.04204172,0.01839203],"category_scores_gemma":[0.02868216,0.000735048,0.001141244,0.001283576,0.003069523,0.00315199,0.002529577,0.02945629,0.004234319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058566,"about_ca_system_score_gemma":0.0278909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1793283,"about_ca_topic_score_gemma":0.3699735,"domain_scores_codex":[0.9955102,0.001163537,0.0004568681,0.0002525728,0.001085184,0.001531659],"domain_scores_gemma":[0.9871672,0.004277132,0.0006563498,0.0002906843,0.002477636,0.005131118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001670322,0.000022228,0.001604867,0.00002452939,0.000004312938,0.001273616,0.0001341482,0.00001934549,0.00002648731,0.003216337,0.9880474,0.005610167],"study_design_scores_gemma":[0.0001363354,0.00004215045,0.009955305,0.0008721255,0.00002605017,0.003914693,0.002132489,0.0002824874,0.00007779755,0.009704919,0.972797,0.00005866478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007445243,0.001118056,0.00002661736,0.9731353,0.01058116,0.00001755629,0.00008033585,0.000008204812,0.01428827],"genre_scores_gemma":[0.01169925,0.001636785,0.0001695788,0.9348657,0.01777833,0.00007956196,0.00008850209,0.00002852821,0.0336538],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1793283,"threshold_uncertainty_score":0.3565691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909537968339227,"score_gpt":0.325233417205193,"score_spread":0.2861380375218007,"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."}}