{"id":"W2951981422","doi":"","title":"Using Improvement Science to Educate Nurses About Harm Reduction and Illicit Drug Use","year":2019,"lang":"en","type":"article","venue":"Sigma's 30th International Nursing Research Congress","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; Windsor Regional Hospital","funders":"","keywords":"Harm reduction; Illicit drug; Harm; Drug; Public relations; Environmental health; Medicine; Business; Psychology; Political science; Nursing; Public health; Psychiatry; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001376188,0.0001522169,0.0001961673,0.0006864269,0.000302675,0.0004642715,0.0002987057,0.0000448262,0.0002480321],"category_scores_gemma":[0.001094297,0.0001342461,0.00004710846,0.0005306915,0.0006346324,0.0009964141,0.0001575025,0.0005278248,0.00006675066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007972751,"about_ca_system_score_gemma":0.0003710927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003221222,"about_ca_topic_score_gemma":0.000001825395,"domain_scores_codex":[0.9967627,0.00008803074,0.0002883817,0.0005783162,0.001707779,0.0005748125],"domain_scores_gemma":[0.9975846,0.000320389,0.00009220117,0.0002966618,0.001212941,0.0004932199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003061316,0.001297854,0.1071765,0.0002229953,0.0001999091,0.00003837246,0.006059637,0.0002613642,0.6848539,0.006060293,0.007878858,0.182889],"study_design_scores_gemma":[0.01137573,0.003142618,0.2150631,0.01220413,0.0003506153,0.0007481482,0.01587893,0.1133836,0.3672922,0.004669163,0.2539502,0.001941533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977589,0.0001191095,0.00002932053,0.009888946,0.005995391,0.001316576,0.00001549382,0.00003181808,0.005014364],"genre_scores_gemma":[0.9895732,0.00006635961,0.0009231102,0.0004179532,0.000350908,0.00002602778,0.0000108963,0.00002339546,0.008608158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3175617,"threshold_uncertainty_score":0.5474397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2052430207481192,"score_gpt":0.5317585436618211,"score_spread":0.3265155229137018,"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."}}