{"id":"W2019266007","doi":"10.1179/oeh.2004.10.4.457","title":"Politics and Partnerships: Challenges and Rewards of Partnerships in Workplace Health Research in the Healthcare Sector of British Columbia, Canada","year":2004,"lang":"en","type":"article","venue":"International Journal of Occupational and Environmental Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Restructuring; General partnership; Health care; Public relations; Front line; Politics; Psychological intervention; Business; Political science; Public administration; Nursing; Medicine; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005177921,0.00009535401,0.000385007,0.0002205973,0.0002396906,0.00001229143,0.0002177442,0.00009508122,0.00002388049],"category_scores_gemma":[0.0001752168,0.0001025654,0.00002790354,0.0001348844,0.0002838103,0.000144616,0.00009863197,0.0009023885,4.265869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185396,"about_ca_system_score_gemma":0.004174297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4998375,"about_ca_topic_score_gemma":0.8836032,"domain_scores_codex":[0.9952334,0.001313756,0.001276172,0.0002115516,0.001468258,0.0004969306],"domain_scores_gemma":[0.9972337,0.001569177,0.0005685216,0.0001028105,0.0001830624,0.0003426812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006217582,0.0003282283,0.9601572,0.00113675,0.00002638517,0.00003301491,0.005797383,0.00002776476,0.000003237041,0.004250092,0.0006781833,0.02694],"study_design_scores_gemma":[0.001738524,0.0005362114,0.9776587,0.001161183,0.000001292928,0.00008870965,0.01349775,0.00002140018,6.055611e-7,0.003273951,0.001958425,0.00006326608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388307,0.0119177,0.000004896118,0.0480291,0.0001726483,0.0005278482,0.0004446714,0.000001468813,0.00007090632],"genre_scores_gemma":[0.977966,0.02016529,0.0002127537,0.001374289,0.0001542005,0.00002318118,0.00004976618,0.000009993819,0.00004452499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3837658,"threshold_uncertainty_score":0.7405024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3130488063308498,"score_gpt":0.472629003478645,"score_spread":0.1595801971477952,"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."}}