{"id":"W2214848378","doi":"10.4103/1357-6283.134330","title":"Engagement studios: Students and communities working to address the determinants of health","year":2014,"lang":"en","type":"article","venue":"Education for Health","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Studio; Sociology; Visual arts; Psychology; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007568961,0.0001257086,0.0003465454,0.0001579526,0.002697593,0.00001677923,0.0002881668,0.00005382026,0.00001767657],"category_scores_gemma":[0.0003665942,0.00009945881,0.00002651854,0.0002094503,0.00004538963,0.00005474884,0.00007654059,0.0003325201,0.0000131355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897323,"about_ca_system_score_gemma":0.002513118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908375,"about_ca_topic_score_gemma":0.002192028,"domain_scores_codex":[0.9961042,0.002043165,0.0008714349,0.0001800369,0.0002668764,0.0005343018],"domain_scores_gemma":[0.9971114,0.001262268,0.0006732648,0.0004510229,0.0002049514,0.0002971241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007471276,0.0003207668,0.5532848,0.001171934,0.000009763862,2.307841e-9,0.09292744,0.000001761882,6.061136e-7,0.001286281,0.09684405,0.2540779],"study_design_scores_gemma":[0.000496481,0.0004871186,0.7221041,0.001484668,0.000008312965,4.173782e-7,0.06868052,0.00002761741,0.000002544229,0.0004097552,0.2062082,0.00009027541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933059,0.001911783,0.0003803712,0.0550676,0.00499538,0.004215829,0.00001346545,0.00004361549,0.000312973],"genre_scores_gemma":[0.973788,0.0002710036,0.001274998,0.02271413,0.000476163,0.001010665,0.00003134113,0.00002340459,0.0004102545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2539876,"threshold_uncertainty_score":0.9986008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2516188173919376,"score_gpt":0.5646897317625856,"score_spread":0.313070914370648,"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."}}