{"id":"W4412756137","doi":"10.2147/jmdh.s528819","title":"Identifying Current Practices and Areas for Improvement in Medication Management During Care Transition Through an Interprofessional Collaboration Framework","year":2025,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hôpitaux Universitaires de Genève","keywords":"Current (fluid); Transition (genetics); Data science; Transition management (governance); Medicine; Process management; Knowledge management; Computer science; Medical education; Business; Engineering; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05407233,0.0004381907,0.0004155585,0.004943572,0.006628652,0.007070414,0.002415068,0.001819097,0.0007570047],"category_scores_gemma":[0.03945421,0.0003878163,0.0008227627,0.002859695,0.006076137,0.006010047,0.009605868,0.002523646,0.0001332925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0128949,"about_ca_system_score_gemma":0.05344283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01694721,"about_ca_topic_score_gemma":0.02893387,"domain_scores_codex":[0.9635075,0.02277471,0.003425689,0.001920381,0.005383264,0.002988494],"domain_scores_gemma":[0.9572386,0.02245168,0.005684624,0.001646699,0.006711223,0.006267195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001319411,0.0007178612,0.09100158,0.003789571,0.0001015533,0.001123263,0.5439339,0.0008288749,0.002472643,0.01161879,0.004223983,0.3400561],"study_design_scores_gemma":[0.00007466303,0.0006062452,0.09368522,0.007746739,0.0001177206,0.00138117,0.8396458,0.003471101,0.001775632,0.01434698,0.03700629,0.0001424705],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.819084,0.01359105,0.06652605,0.06382819,0.0003290118,0.002723375,0.0002028319,0.0002814923,0.03343389],"genre_scores_gemma":[0.9284727,0.002169844,0.06698142,0.00100844,0.00002776514,0.0006469043,0.0001150631,0.00001114368,0.0005667428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05407233,"threshold_uncertainty_score":0.2859653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04977258861420374,"score_gpt":0.525383158232872,"score_spread":0.4756105696186682,"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."}}