{"id":"W4416915095","doi":"10.1080/15332985.2025.2596115","title":"Addressing injustices toward individuals with schizophrenia-spectrum conditions: a call to action for social work practice","year":2025,"lang":"en","type":"article","venue":"Social Work in Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social work; Mental health; Call to action; Action (physics); Social care; Social philosophy; Vulnerable adult; Human services; Social policy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002274961,0.0003082444,0.0005713708,0.0003524589,0.007167895,0.00004526818,0.0002233312,0.0002940398,0.0001375831],"category_scores_gemma":[0.0001039035,0.0003027265,0.00008233983,0.002182465,0.00009886648,0.0002745217,0.0001394917,0.0009716653,0.00008847731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935146,"about_ca_system_score_gemma":0.001583066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007080985,"about_ca_topic_score_gemma":0.001737559,"domain_scores_codex":[0.9951401,0.001232508,0.001194916,0.0005511479,0.0005548738,0.001326507],"domain_scores_gemma":[0.9978393,0.0008349759,0.0007421843,0.0001542628,0.0001160051,0.0003132668],"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":[0.03092716,0.002548798,0.1242955,0.01266513,0.0003064967,0.000006459144,0.3141366,0.0000257562,0.00001230235,0.03199283,0.4050842,0.07799876],"study_design_scores_gemma":[0.01743773,0.002329293,0.1313364,0.01467297,0.0001811481,0.00000125152,0.243832,0.00001839938,0.00004189236,0.005418024,0.5835589,0.001172041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.680545,0.0009643055,0.001608961,0.2846341,0.006276181,0.01900622,0.001318591,0.0003548723,0.005291772],"genre_scores_gemma":[0.9403551,0.00009802165,0.008534979,0.04309972,0.001133851,0.003531798,0.00157119,0.00006360702,0.00161178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2598101,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2942046039744542,"score_gpt":0.5274151497401252,"score_spread":0.233210545765671,"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."}}