{"id":"W4253153071","doi":"10.7748/ns2011.07.25.46.1.p5902","title":"Nursing by numbers","year":2011,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Queen (butterfly); Quarter (Canadian coin); Nursing; Medicine; Political science; History; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003100086,0.001933791,0.001461848,0.002457743,0.003555258,0.009482259,0.001549985,0.005305943,0.5817681],"category_scores_gemma":[0.02557785,0.0009401503,0.0008342786,0.003077433,0.001456224,0.005553916,0.004711204,0.005497637,0.7009901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597965,"about_ca_system_score_gemma":0.007993971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006491079,"about_ca_topic_score_gemma":0.009519985,"domain_scores_codex":[0.9940664,0.0007392907,0.0005901898,0.0006101694,0.003309204,0.0006848791],"domain_scores_gemma":[0.9846205,0.001659483,0.0005809016,0.001570233,0.007255262,0.004313639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000006105276,0.00001017398,0.0000774696,0.00005538024,7.107322e-7,0.00001038611,0.00002221337,0.00001785763,0.00004648223,0.001523299,0.9656138,0.03261606],"study_design_scores_gemma":[0.000004402564,0.00001227903,0.0002842325,0.00009354205,4.310793e-7,0.00002176178,0.0000363043,0.0000145101,0.00002269279,0.0004350504,0.9990689,0.00000583329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000390275,0.002537963,0.0006668031,0.02277995,0.0457451,0.0002770838,0.001905655,0.0009275257,0.9247697],"genre_scores_gemma":[0.001282576,0.002627415,0.0005215242,0.007062658,0.003627754,0.0002399551,0.001264359,0.00037127,0.9830025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5817681,"threshold_uncertainty_score":0.596557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06795247878261411,"score_gpt":0.4564622258983337,"score_spread":0.3885097471157196,"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."}}