{"id":"W7097870187","doi":"","title":"A STAFF SURVEY The Healthcare Commission has released","year":2016,"lang":"en","type":"article","venue":"","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Commission; Work (physics); Health care; Survey research","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002361266,0.0001425075,0.0001972669,0.0000675207,0.001727966,0.00001352621,0.0003834536,0.000149424,0.003427956],"category_scores_gemma":[0.0002428264,0.00006016979,0.00004078482,0.0003014942,0.00005731532,0.0001078547,0.0001952437,0.0003320293,0.002969139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270525,"about_ca_system_score_gemma":0.0004741157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03083184,"about_ca_topic_score_gemma":0.024929,"domain_scores_codex":[0.9958453,0.002420405,0.0005135604,0.0002269257,0.0002588078,0.0007349915],"domain_scores_gemma":[0.9965912,0.00205187,0.0001891622,0.0006808164,0.0001805424,0.0003064647],"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":[0.0001653392,0.00005434993,0.2147361,0.0004294386,0.00001493156,0.000001624627,0.002578789,6.196849e-8,0.00002876908,0.03419601,0.7286833,0.01911127],"study_design_scores_gemma":[0.0005918452,0.00006079262,0.3273493,0.0001422901,0.000003079625,8.08211e-8,0.000729926,0.00001838715,0.00000291199,0.0004816986,0.6705405,0.00007923801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09156217,0.0001467585,0.000796622,0.764559,0.001296416,0.002418216,0.0001078231,0.0004755773,0.1386375],"genre_scores_gemma":[0.9025779,0.000117842,0.0000549429,0.02320397,0.0003529357,0.00009412313,0.00002222567,0.00002651585,0.07354958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8110157,"threshold_uncertainty_score":0.9995716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2832224043381577,"score_gpt":0.4896571975507352,"score_spread":0.2064347932125776,"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."}}