{"id":"W4412605679","doi":"10.63853/pufd5830","title":"2021 Nursing Annual Report","year":2022,"lang":"en","type":"report","venue":"","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Reseau canadien de recherche respiratoire; Texas Department of State Health Services; U.S. Department of State","keywords":"Nursing; Medicine; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004291864,0.001903743,0.0008739966,0.003308845,0.002213432,0.006699787,0.002080931,0.004293105,0.4792893],"category_scores_gemma":[0.011065,0.0007835873,0.0008538052,0.002320132,0.0005449356,0.002899796,0.003913991,0.00415178,0.5673269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00334469,"about_ca_system_score_gemma":0.009913614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008928937,"about_ca_topic_score_gemma":0.0116047,"domain_scores_codex":[0.9938807,0.0005662839,0.0003894182,0.0005784538,0.003854824,0.0007301526],"domain_scores_gemma":[0.9916967,0.0005521431,0.0003739124,0.0004575247,0.005037074,0.001882608],"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":[0.00000710329,0.00001706889,0.00009261553,0.00004960488,9.372879e-7,0.00001313554,0.00000794283,0.00001550365,0.00004549643,0.0005374408,0.9758271,0.02338609],"study_design_scores_gemma":[0.000002933839,0.000009743092,0.0003277341,0.00008770163,5.165088e-7,0.00002045833,0.00002029028,0.00001244282,0.00001718038,0.0001410055,0.9993555,0.000004516485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005446134,0.005026896,0.000938019,0.01695461,0.06022127,0.0006887408,0.01565605,0.001216843,0.8987529],"genre_scores_gemma":[0.001707188,0.004303647,0.001086299,0.006721579,0.006458842,0.0009168653,0.01969306,0.0005352758,0.9585772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4792893,"threshold_uncertainty_score":0.7427306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05935164547173126,"score_gpt":0.3874233824768903,"score_spread":0.3280717370051591,"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."}}