{"id":"W4389159675","doi":"10.1093/ijpp/riad074.fm001","title":"Collaborating for better care","year":2023,"lang":"en","type":"article","venue":"International Journal of Pharmacy Practice","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Keele University; University of Aberdeen; King's College London","keywords":"Medicine; Nursing; Family medicine","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":[0.01504659,0.00110226,0.000971088,0.002022278,0.01265778,0.0176439,0.001714932,0.008565276,0.02391741],"category_scores_gemma":[0.03469882,0.0007519019,0.000978482,0.001189475,0.007415839,0.01665535,0.01665165,0.02190147,0.009329226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494297,"about_ca_system_score_gemma":0.02585668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007892522,"about_ca_topic_score_gemma":0.01732344,"domain_scores_codex":[0.9796684,0.00717957,0.001231659,0.002640957,0.006869829,0.002409594],"domain_scores_gemma":[0.9519852,0.008637035,0.002403623,0.002444189,0.008286962,0.02624307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003083092,0.0001419243,0.00117508,0.0003180026,0.00005176101,0.0001647918,0.005655405,0.00005312535,0.000280238,0.03610211,0.8691724,0.08685427],"study_design_scores_gemma":[0.00004508428,0.00008448943,0.001474741,0.0008059955,0.000033086,0.0005880194,0.007521923,0.00009997301,0.0002625051,0.02353333,0.9655027,0.00004819634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002277459,0.02497429,0.003173657,0.8574294,0.02903454,0.000087049,0.00006215513,0.0002072895,0.08275419],"genre_scores_gemma":[0.1064761,0.06845775,0.01425422,0.5727378,0.01766951,0.0005570417,0.0003232333,0.0007487536,0.2187755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02391741,"threshold_uncertainty_score":0.08001173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07977115824525338,"score_gpt":0.5855955075662116,"score_spread":0.5058243493209582,"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."}}