{"id":"W2142576627","doi":"10.12927/hcq.2000.20565","title":"Commentary: Refinement Required Before Implementation","year":2000,"lang":"en","type":"letter","venue":"Healthcare Quarterly","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Best practice; Medicine; Process management; Political science; Business; Law","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":[0.03952127,0.002083729,0.004206029,0.002984575,0.0128786,0.01582065,0.009842061,0.2975569,0.01423521],"category_scores_gemma":[0.2125021,0.003093822,0.005008131,0.003113404,0.01317967,0.01409606,0.007443182,0.1954037,0.01004678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02309687,"about_ca_system_score_gemma":0.047495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05407882,"about_ca_topic_score_gemma":0.07623827,"domain_scores_codex":[0.9632307,0.009885672,0.005768313,0.004698137,0.009394532,0.007022691],"domain_scores_gemma":[0.821454,0.1240744,0.007162273,0.0039528,0.02867399,0.01468251],"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":[0.00003991519,0.00001562188,0.0001021233,0.00007845243,0.00001941971,0.0003005958,0.0003297796,0.00005203286,0.00008035064,0.005818761,0.9910313,0.002131819],"study_design_scores_gemma":[0.0002591966,0.00005112575,0.001083362,0.001436882,0.000129904,0.0003544803,0.001398576,0.0005373652,0.0003176203,0.02306217,0.9711925,0.0001769635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009414176,0.000292124,0.00007271875,0.9833089,0.01523789,0.00001525198,0.00003931879,0.00001313803,0.0009266292],"genre_scores_gemma":[0.0004841226,0.0001032459,0.0001137626,0.9882052,0.009028473,0.00003321478,0.00001039802,0.00001124714,0.002010464],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2975569,"threshold_uncertainty_score":0.2090109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05149928222483324,"score_gpt":0.314452702038989,"score_spread":0.2629534198141558,"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."}}