{"id":"W4407751179","doi":"10.4081/gimle.439","title":"EFFECTS OF IMPLEMENTING STANDARDIZED ORGANIZATIONAL INTERVENTIONS ON DRUG THERAPY MANAGEMENT: A QUASI-EXPERIMENTAL STUDY","year":2025,"lang":"en","type":"article","venue":"Giornale italiano di medicina del lavoro ed ergonomia","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Psychological intervention; Drug; Medicine; Pharmacotherapy; Intensive care medicine; Physical therapy; Pharmacology; Nursing","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":[0.01490989,0.001356674,0.002058835,0.001180185,0.001578523,0.001198417,0.001727403,0.001925165,0.007716452],"category_scores_gemma":[0.02182851,0.001255654,0.001457829,0.0006625052,0.002327321,0.001347314,0.001447199,0.00177249,0.0006725554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789687,"about_ca_system_score_gemma":0.005828168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438772,"about_ca_topic_score_gemma":0.001876268,"domain_scores_codex":[0.9830751,0.01071644,0.001514727,0.001766526,0.001791558,0.00113581],"domain_scores_gemma":[0.9729543,0.01600788,0.005216672,0.002650747,0.00137916,0.001791192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06745217,0.8330003,0.01133713,0.004566404,0.000748136,0.000185426,0.005450766,0.001049207,0.005176479,0.001315906,0.001055449,0.06866258],"study_design_scores_gemma":[0.07491382,0.8749146,0.03723253,0.0005634708,0.0007674568,0.00004774042,0.001839798,0.001446625,0.002891438,0.0009718394,0.004301727,0.0001089089],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643643,0.000336457,0.001638046,0.0002181438,0.0001891482,0.03178189,0.0002497523,0.00003563288,0.001186649],"genre_scores_gemma":[0.850197,0.0006319687,0.0219646,0.0007218214,0.0004464559,0.1237415,0.0002867483,0.0000184779,0.001991373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490989,"threshold_uncertainty_score":0.07885194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524732476577868,"score_gpt":0.3935741050520045,"score_spread":0.3683267802862258,"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."}}