{"id":"W4366605983","doi":"10.1093/fampra/cmad048","title":"Peripheral artery disease (PAD) in primary care—educational experiences for PAD primary care in England—a mixed-method study","year":2023,"lang":"en","type":"article","venue":"Family Practice","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Davies Charitable Foundation","keywords":"Medicine; Primary care; Disease; Arterial disease; Family medicine; Experiential learning; Nursing; Vascular disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00692658,0.0003480664,0.0008462924,0.001391379,0.003045117,0.003158024,0.000673007,0.001011927,0.00277844],"category_scores_gemma":[0.01228982,0.0009267273,0.0005220997,0.00167354,0.001255909,0.002318594,0.003101993,0.001114534,0.000336734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004122786,"about_ca_system_score_gemma":0.003726974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02899437,"about_ca_topic_score_gemma":0.06813447,"domain_scores_codex":[0.994803,0.0029577,0.0006346494,0.0003898895,0.0005952831,0.0006193674],"domain_scores_gemma":[0.990346,0.005485546,0.001832452,0.0003407601,0.001010391,0.0009848854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003109212,0.001346629,0.3573142,0.001475164,0.00007953213,0.002257799,0.6200022,0.00003308816,0.0004920483,0.000323163,0.001053099,0.01531229],"study_design_scores_gemma":[0.0001319523,0.00182753,0.3800938,0.0009879813,0.00007339341,0.001501046,0.6106817,0.0001521301,0.0001479348,0.0001592144,0.004198059,0.00004543721],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977323,0.000776646,0.0001117759,0.0003241772,0.00001205233,0.0002276082,0.0001455676,0.00000187055,0.000667988],"genre_scores_gemma":[0.9971973,0.0008764232,0.0003486915,0.0005410218,0.0000179482,0.0004538828,0.00008951485,0.000002513309,0.0004728056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02899437,"threshold_uncertainty_score":0.05765122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474140409199643,"score_gpt":0.33663985247424,"score_spread":0.3118984483822436,"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."}}