{"id":"W4256047438","doi":"10.7748/phc.30.1.5.s1","title":"It’s high time we sing the praises of general practice nurses","year":2020,"lang":"en","type":"article","venue":"Primary Health Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Nursing; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009002888,0.000312367,0.0008599667,0.00008043927,0.001413995,0.00001406121,0.000525285,0.0002199019,0.000656406],"category_scores_gemma":[0.001027433,0.0002224857,0.0001532906,0.0004508081,0.0001269884,0.0003768179,0.0003272846,0.001169555,0.0005202162],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310507,"about_ca_system_score_gemma":0.0106253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491183,"about_ca_topic_score_gemma":0.0001152775,"domain_scores_codex":[0.9947819,0.001746911,0.001319271,0.000482883,0.0006739749,0.000995124],"domain_scores_gemma":[0.9945458,0.002719899,0.001013914,0.000604905,0.0006035548,0.0005119685],"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":[0.0003650117,0.00004940736,0.001270473,0.004319335,0.00004708043,0.00001080068,0.0431934,0.00001012627,0.0001149568,0.001012488,0.9311786,0.01842836],"study_design_scores_gemma":[0.0008810597,0.0003787334,0.005746683,0.0001650105,0.00005918532,0.000004545556,0.009948127,0.00001858882,0.00002672123,0.00004916012,0.9825135,0.0002086119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003706337,0.01576476,0.000113272,0.8952796,0.001707444,0.002118126,0.0002647446,0.0002545113,0.08079119],"genre_scores_gemma":[0.02644126,0.003797294,0.005498553,0.9598867,0.002047336,0.0001618857,0.0002714433,0.00009255557,0.001802932],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07898826,"threshold_uncertainty_score":0.999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04766375955530872,"score_gpt":0.4314912966224954,"score_spread":0.3838275370671867,"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."}}