{"id":"W2144168541","doi":"10.1046/j.1464-5491.19.s4.4.x","title":"The GP perspective: problems experienced in providing diabetes care in UK general practice","year":2002,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Primary care; Family medicine; Nursing; Health care; General practice; MEDLINE","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":[0.00327266,0.0001670225,0.0003813377,0.0007340222,0.002074845,0.001932635,0.0004437444,0.001561418,0.002099024],"category_scores_gemma":[0.01638615,0.0003372393,0.0002760247,0.001249274,0.001931252,0.001778628,0.002096801,0.001848254,0.0002245722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002801901,"about_ca_system_score_gemma":0.003304738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03785437,"about_ca_topic_score_gemma":0.06174258,"domain_scores_codex":[0.9934681,0.003921001,0.0004454682,0.0002528819,0.001057714,0.000854868],"domain_scores_gemma":[0.9894684,0.003584719,0.002751031,0.0001830399,0.001184585,0.002828226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002186059,0.0001992016,0.4988152,0.001271633,0.00009297415,0.006109419,0.4197081,0.0001520078,0.0007213182,0.0006452983,0.01170395,0.06036226],"study_design_scores_gemma":[0.00004688828,0.0007321109,0.3962832,0.0009356458,0.00004613696,0.005307181,0.5792251,0.0001400687,0.00006993439,0.0003897313,0.01676885,0.00005519145],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781359,0.003909318,0.0001696808,0.01391386,0.0001541566,0.00003304744,0.00009061628,0.00000834827,0.003585092],"genre_scores_gemma":[0.994697,0.00183147,0.0002543041,0.002560041,0.00005277125,0.00002067853,0.00003569633,0.000003096889,0.0005448501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03785437,"threshold_uncertainty_score":0.07526809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04955852618505172,"score_gpt":0.4150694381526894,"score_spread":0.3655109119676377,"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."}}