{"id":"W2073640316","doi":"10.2975/29.2005.142.145","title":"How the PACE Program Builds a Recovery-Transformed System: Results from a National Survey.","year":2005,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; Psychology; Computer science; Process management; Business; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007667221,0.0002211866,0.0002751501,0.0002292136,0.001901057,0.00009557445,0.0003059654,0.0001890637,0.00009113978],"category_scores_gemma":[0.001089216,0.0001448803,0.0001877284,0.0006475433,0.00006270867,0.000420468,0.00002402445,0.001023916,0.0001799632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061173,"about_ca_system_score_gemma":0.001001467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004711685,"about_ca_topic_score_gemma":0.001223801,"domain_scores_codex":[0.9933711,0.002944848,0.001531163,0.0003541277,0.001172104,0.0006266284],"domain_scores_gemma":[0.9926175,0.004876852,0.0009658088,0.0003045724,0.0008705963,0.000364602],"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":[0.007021593,0.001973522,0.3613365,0.001801967,0.00025028,0.000002040622,0.03279507,0.0004657768,0.00001496136,0.004659819,0.4635524,0.1261261],"study_design_scores_gemma":[0.0126269,0.003597131,0.4421725,0.001122473,0.0000908978,0.00001867748,0.03028538,0.002504166,0.000002429806,0.007850793,0.4991632,0.0005654052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8710515,0.001633593,0.003148488,0.09296896,0.009025879,0.006755187,0.001340574,0.0002361708,0.01383964],"genre_scores_gemma":[0.9618496,0.0001728423,0.03076395,0.001817279,0.003038141,0.0005742759,0.0005721385,0.00003418549,0.001177633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255607,"threshold_uncertainty_score":0.9993984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194734106186866,"score_gpt":0.4127768199333468,"score_spread":0.2933034093146602,"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."}}