{"id":"W4299689882","doi":"10.55207/xgzx1031","title":"Involving Disadvantaged People in Dialogue: Arguments and Examples from Mental Health Care","year":2014,"lang":"en","type":"article","venue":"Journal of Dialogue Studies Volume 10","topic":"Ethics in medical practice","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dialogical self; Disadvantaged; Bioethics; Mental health; Mental illness; Population; Constructive; Psychology; Health care; Sociology; Social psychology; Psychotherapist; Process (computing); Political science; Law; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07008662,0.00139779,0.001692656,0.005609709,0.02996415,0.01333878,0.004279348,0.01263111,0.003753247],"category_scores_gemma":[0.1090433,0.000695317,0.00191735,0.004299229,0.03358264,0.01988827,0.02098122,0.01473427,0.0007492715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01180285,"about_ca_system_score_gemma":0.01122074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007400985,"about_ca_topic_score_gemma":0.01379306,"domain_scores_codex":[0.8763379,0.1123302,0.002160595,0.001691682,0.004296258,0.003183325],"domain_scores_gemma":[0.8125709,0.174056,0.003491209,0.001463943,0.005087096,0.003330763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008716387,0.00006657323,0.0007870752,0.001988957,0.00002815095,0.003328769,0.9099154,0.0001172415,0.000168102,0.06382108,0.005297435,0.014394],"study_design_scores_gemma":[0.00003082801,0.00008241386,0.0007216199,0.00679274,0.00004596025,0.001990455,0.8704855,0.0002216245,0.0002585899,0.02028927,0.09902497,0.00005592601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2877277,0.169135,0.03147435,0.3274486,0.00575683,0.000923511,0.0001431392,0.0001005301,0.1772903],"genre_scores_gemma":[0.875258,0.06319282,0.0146533,0.03738298,0.0009613486,0.00129807,0.00008592191,0.0001364408,0.007030936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07008662,"threshold_uncertainty_score":0.3706579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06066765744876402,"score_gpt":0.4398424685073699,"score_spread":0.3791748110586058,"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."}}