{"id":"W2780912726","doi":"10.3399/bjgp17x694217","title":"Seeing double: expanding GP capacity through teamwork and redesign","year":2017,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Teamwork; Workforce; Medicine; Nursing; Nurse practitioners; General practice; Handover; Medical education; Family medicine; Computer science; Management; Health care; Political science; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003393283,0.000150142,0.0004756885,0.00005381493,0.004193472,0.0002651692,0.0003806278,0.0002149701,0.0001710288],"category_scores_gemma":[0.003023155,0.0001572491,0.00009117123,0.00005944683,0.0001108723,0.003250632,0.0002021455,0.001743607,0.00002223857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141816,"about_ca_system_score_gemma":0.0008497534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005005821,"about_ca_topic_score_gemma":0.0003157302,"domain_scores_codex":[0.9972348,0.0007219793,0.0008897886,0.0002094358,0.0004102538,0.0005337292],"domain_scores_gemma":[0.9957489,0.0009926796,0.002123836,0.0003162792,0.0005664044,0.0002519447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002129114,0.0002462957,0.03449269,0.0007345704,0.0004218401,0.00470663,0.00745938,0.0000121222,0.002500236,0.005198837,0.8294751,0.1126232],"study_design_scores_gemma":[0.006911102,0.000315078,0.06944672,0.001539643,0.0003103813,0.01086535,0.003719353,0.00001428629,0.0002741862,0.003549172,0.9025413,0.0005134558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7173362,0.0146624,0.003087777,0.04452133,0.006594835,0.000793186,0.00002615611,0.0000691715,0.212909],"genre_scores_gemma":[0.8662774,0.02187112,0.06890344,0.03037246,0.006230655,0.0000189113,0.000003607997,0.00007521153,0.006247219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2066618,"threshold_uncertainty_score":0.9971029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134447221771939,"score_gpt":0.4695457087148641,"score_spread":0.3350984869429251,"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."}}