{"id":"W4415582310","doi":"10.1093/eurpub/ckaf161.1979","title":"Evaluation of a Singaporean vocational rehabilitation program: Service providers insights","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"","keywords":"Focus group; Service provider; Thematic analysis; Vocational education; Rehabilitation; Qualitative research; Service (business)","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":[0.02133123,0.0003437452,0.0004548242,0.00087721,0.006240452,0.004535447,0.001203262,0.001171098,0.006560314],"category_scores_gemma":[0.01893059,0.0003178492,0.0003945265,0.001381294,0.001592606,0.001978995,0.005300253,0.001877735,0.0006203992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01598676,"about_ca_system_score_gemma":0.0291255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677583,"about_ca_topic_score_gemma":0.03535818,"domain_scores_codex":[0.9709569,0.02269987,0.0007838011,0.0003653361,0.00260739,0.002586684],"domain_scores_gemma":[0.9866642,0.003573859,0.0007988234,0.0003106093,0.004682343,0.003970139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006394695,0.005535132,0.07106939,0.003631656,0.0001229957,0.00700418,0.5982732,0.001371639,0.00465495,0.007435453,0.03519676,0.2650652],"study_design_scores_gemma":[0.0001924982,0.002591119,0.03281143,0.002218297,0.00007510948,0.0009116534,0.9010612,0.001906054,0.001615192,0.00119663,0.05534147,0.00007929995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539788,0.0009171283,0.001388151,0.01645353,0.0001615581,0.001650876,0.0001746866,0.00005354449,0.02522175],"genre_scores_gemma":[0.9906764,0.0008451883,0.002045659,0.001721448,0.0000362354,0.0008932981,0.00008525572,0.00003049835,0.003666037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133123,"threshold_uncertainty_score":0.1159925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652287422438687,"score_gpt":0.4446793514269641,"score_spread":0.2794506091830954,"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."}}