{"id":"W2530093801","doi":"10.1093/intqhc/mzw104.110","title":"ISQUA16-2683IMPROVING THE QUALITY AND SAFETY OF THE CONSULTATION AND REFERRAL PROCESS: IT'S MORE THAN PROFESSIONALISM AND COLLEGIALITY","year":2016,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Royal Alexandra Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Accreditation; Referral; Quality (philosophy); Collegiality; Process (computing); Patient safety; Medical education; Health care; Nursing; Quality management; Medicine; Family medicine; Psychology; Business; Political science; Service (business); Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003514103,0.0001166189,0.0002589948,0.0001051417,0.0004135343,0.0000767131,0.0002322019,0.0001046992,0.000004941311],"category_scores_gemma":[0.001915849,0.00006003361,0.00004395756,0.0001210662,0.0002139822,0.0003762013,0.0001399503,0.0002213333,2.193584e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441412,"about_ca_system_score_gemma":0.0002431566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005080127,"about_ca_topic_score_gemma":0.003462136,"domain_scores_codex":[0.9979799,0.0002035516,0.0009984822,0.0002053649,0.0004122273,0.0002004356],"domain_scores_gemma":[0.9973986,0.0005279016,0.001007861,0.000127696,0.0009148733,0.00002314004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001267758,0.00008386612,0.4754902,0.005211785,0.00009392518,0.000002647273,0.01267763,0.000003552638,0.0001992282,0.3006922,0.0008320882,0.2034452],"study_design_scores_gemma":[0.003716169,0.00004546022,0.8882594,0.001791373,0.00001164671,0.00004336055,0.03953039,0.0001223589,0.00002388391,0.02734073,0.03890152,0.0002137459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7979826,0.0005192168,0.0001137136,0.1997256,0.0007964065,0.0006981781,0.00008643154,0.00001265155,0.00006512127],"genre_scores_gemma":[0.9954429,0.0001038233,0.00004090203,0.003999403,0.0003106099,0.00003904869,0.000007047714,0.000008751387,0.00004752112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4127692,"threshold_uncertainty_score":0.7679666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09375225816729524,"score_gpt":0.4454679927570009,"score_spread":0.3517157345897056,"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."}}