{"id":"W2313189463","doi":"10.7748/ns2013.11.28.11.26.s28","title":"Voices - The nursing workforce is crying out for investment, says Peter Carter","year":2013,"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":"Royal Canadian Navy","funders":"","keywords":"Crying; Workforce; Nursing; Investment (military); Psychology; Medicine; Political science; Social psychology; Law","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":[0.006278518,0.0009527712,0.0004608876,0.0008400872,0.008538363,0.009758629,0.001343859,0.01198893,0.07260469],"category_scores_gemma":[0.02695838,0.000659929,0.0009999593,0.0006650488,0.002587567,0.007787629,0.00445259,0.01547626,0.02427083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003865544,"about_ca_system_score_gemma":0.01526518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0309663,"about_ca_topic_score_gemma":0.06031937,"domain_scores_codex":[0.9942392,0.001160327,0.0001809875,0.0003518717,0.002634384,0.001433259],"domain_scores_gemma":[0.983422,0.002585491,0.0004087102,0.000466719,0.004365962,0.008751194],"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":[0.00001336054,0.00001215962,0.0001945298,0.00003128406,0.000003180071,0.00004933766,0.0001470486,0.00001045944,0.00006538079,0.001274224,0.9877471,0.01045195],"study_design_scores_gemma":[0.00001246864,0.00003736704,0.0009707626,0.0002352169,0.000008319685,0.000177643,0.002848829,0.00004103912,0.0001641047,0.001599262,0.9938828,0.000022188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001227156,0.007619817,0.000353134,0.8928219,0.05436877,0.00002224502,0.0001815017,0.0002576085,0.04314793],"genre_scores_gemma":[0.01841789,0.01346395,0.001012682,0.6074895,0.01249316,0.00007668752,0.0004355388,0.0003795806,0.346231],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07260469,"threshold_uncertainty_score":0.2428869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07243842531750287,"score_gpt":0.4549364993829387,"score_spread":0.3824980740654358,"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."}}