{"id":"W4285611872","doi":"10.1177/23743735221113059","title":"Client Experiences With a Short-Term Case Management Mental Health Service","year":2022,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; North York General Hospital; Centre for Addiction and Mental Health; Trillium Health Centre; University of Toronto","funders":"","keywords":"Typology; Mental health; Intervention (counseling); Psychology; Qualitative research; Medicine; Nursing; Applied psychology; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005805269,0.000373037,0.000518161,0.0006969915,0.009767328,0.004078729,0.001755918,0.001763545,0.004723397],"category_scores_gemma":[0.01415174,0.0005881041,0.0003449102,0.001118364,0.00510486,0.002253092,0.005652308,0.003120904,0.0005381085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008978087,"about_ca_system_score_gemma":0.006795411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02825071,"about_ca_topic_score_gemma":0.0604367,"domain_scores_codex":[0.9933693,0.003793065,0.0002194923,0.0001979903,0.001156955,0.001263198],"domain_scores_gemma":[0.9923072,0.004121768,0.0007304943,0.0002136312,0.0007179069,0.001908985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008595696,0.0001934122,0.005223669,0.00007647518,0.000005322187,0.001421886,0.9814227,0.00005984504,0.0005376141,0.0009495872,0.0009889599,0.009034591],"study_design_scores_gemma":[0.00001227873,0.0002034655,0.005100493,0.0001217958,0.000008407218,0.001213243,0.9824008,0.0002052038,0.000460517,0.0002656132,0.009979564,0.00002856142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923189,0.0002258641,0.0005106782,0.001584239,0.00002679484,0.00008034164,0.00004149108,0.00002156166,0.005190158],"genre_scores_gemma":[0.9949301,0.000380166,0.000520944,0.0003765907,0.00001303708,0.00007604843,0.00003341171,0.00001686747,0.003652804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02825071,"threshold_uncertainty_score":0.06514084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135499983922823,"score_gpt":0.4266724625041922,"score_spread":0.2911724785813691,"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."}}