{"id":"W4387907602","doi":"10.1186/s13722-023-00416-8","title":"A 13-item Health of the Nation Outcome Scale (HoNOS-13): validation by item response theory (IRT) in patients with substance use disorder","year":2023,"lang":"en","type":"article","venue":"Addiction Science & Clinical Practice","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Université de Lausanne","keywords":"Health psychology; Item response theory; Psychology; Clinical psychology; Public health; Psychiatry; Scale (ratio); Quality of Life Research; Outcome (game theory); Psychometrics; Medicine","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":[0.00856156,0.0004814236,0.0008598173,0.001322166,0.0005065401,0.0006417906,0.0005180783,0.0005199515,0.001866872],"category_scores_gemma":[0.01619751,0.0001673459,0.001254919,0.001256931,0.0005529575,0.0006492244,0.001113529,0.0008642133,0.0003052634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005839473,"about_ca_system_score_gemma":0.001196237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444609,"about_ca_topic_score_gemma":0.002923747,"domain_scores_codex":[0.9966195,0.001936606,0.0004243579,0.0001928865,0.0006813899,0.0001452817],"domain_scores_gemma":[0.9910901,0.004455904,0.001971702,0.000450755,0.00155719,0.0004743572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005117917,0.0004242756,0.9608656,0.0001513139,0.0002289306,0.00006458381,0.0004175202,0.0007109157,0.0004088387,0.0002025518,0.0007765864,0.03523708],"study_design_scores_gemma":[0.00009713613,0.00105081,0.9939615,0.00008183045,0.00007546249,0.0001289733,0.0004673649,0.002709613,0.0002673797,0.0003115404,0.0008324797,0.00001594048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9936432,0.0003163813,0.003027351,0.0001717978,0.00004934648,0.0005266432,0.0008741373,0.00002128256,0.001369922],"genre_scores_gemma":[0.9897049,0.0002494454,0.006327837,0.00009192481,0.00003172177,0.001167505,0.002018365,0.00001586652,0.0003923571],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00856156,"threshold_uncertainty_score":0.04527843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4393833823714097,"score_gpt":0.5404402434536221,"score_spread":0.1010568610822123,"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."}}