{"id":"W4390594931","doi":"10.1136/bmjopen-2023-071863","title":"How can community pharmacists be supported to manage skin conditions? A multistage stakeholder research prioritisation exercise","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"NIHR School for Primary Care Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Stakeholder; Stakeholder engagement; Medical education; Alternative medicine; Health services research; Public health; Family medicine; Nursing; Public relations; Pathology","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":[0.1088147,0.001002464,0.001009178,0.002548875,0.007204087,0.006589737,0.003779155,0.005623216,0.003331806],"category_scores_gemma":[0.1234201,0.001015575,0.001242767,0.001634122,0.002320324,0.01001856,0.01319871,0.004532537,0.0006241778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006257629,"about_ca_system_score_gemma":0.04984783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289222,"about_ca_topic_score_gemma":0.008891768,"domain_scores_codex":[0.8991363,0.08452079,0.003186704,0.001688991,0.006522437,0.004944718],"domain_scores_gemma":[0.9079512,0.05331308,0.006068289,0.002669058,0.01624712,0.01375129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001233135,0.004099052,0.03491715,0.01775816,0.0005843107,0.007064515,0.314492,0.002144247,0.008485644,0.008918919,0.02257508,0.5777278],"study_design_scores_gemma":[0.0009842366,0.005741009,0.02458269,0.02098109,0.0005409222,0.002635424,0.7457544,0.004940069,0.006098476,0.02785134,0.1595339,0.0003564871],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5410346,0.01062245,0.04726867,0.3113043,0.001359766,0.04663093,0.0004495768,0.0003016604,0.04102798],"genre_scores_gemma":[0.8680022,0.008461992,0.09638659,0.01417836,0.0002584253,0.01043787,0.0001282626,0.00004395339,0.002102396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1088147,"threshold_uncertainty_score":0.5754739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4420734147297098,"score_gpt":0.5356498683039628,"score_spread":0.09357645357425293,"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."}}