{"id":"W1978535807","doi":"10.1002/nur.20329","title":"Assessment of preferences for treatment: Validation of a measure","year":2009,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University; Research Canada","funders":"National Institute of Nursing Research","keywords":"Psychological intervention; Preference; Conceptualization; Measure (data warehouse); Clinical psychology; Psychology; Psychometrics; Medicine; Psychiatry; Data mining; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.002114082,0.0000641573,0.0002504758,0.0003606585,0.00009042881,0.000006231646,0.0001081166,0.00007142028,0.00007109676],"category_scores_gemma":[0.00002525431,0.00005689419,0.00006603362,0.0003805189,0.00008307726,0.00004974972,0.00000282668,0.0001307265,0.000002001015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005040985,"about_ca_system_score_gemma":0.0005689501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388653,"about_ca_topic_score_gemma":0.00008883086,"domain_scores_codex":[0.9979251,0.0006492671,0.0004777292,0.0001942946,0.0002997741,0.0004538261],"domain_scores_gemma":[0.9991471,0.0001528966,0.0001414371,0.0002211134,0.0002128319,0.0001246487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000213297,0.003464751,0.01303967,0.0001322728,0.000006712031,4.174192e-7,0.002257921,0.00000407532,0.0002255844,0.02741515,0.0012491,0.951991],"study_design_scores_gemma":[0.002158073,0.01877046,0.959891,0.00239086,0.000008419043,0.000002163085,0.001587451,0.0001019264,0.0008057751,0.01370805,0.0004938475,0.00008201779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786143,0.001480903,0.0005837334,0.00500648,0.0002772997,0.001762033,0.00006872469,0.00001582921,0.01219068],"genre_scores_gemma":[0.9982687,0.00007306611,0.001323328,0.00001685131,0.0000351074,0.00009569756,0.00003102301,0.000005720125,0.0001505073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.951909,"threshold_uncertainty_score":0.2320078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4586815879440339,"score_gpt":0.6469388632887828,"score_spread":0.188257275344749,"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."}}