{"id":"W4249347840","doi":"10.4324/9781003000853-2116","title":"Conclusion","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002130463,0.0004052675,0.000313493,0.0007683219,0.00193448,0.003970738,0.001593141,0.001822368,0.2219981],"category_scores_gemma":[0.01033488,0.0001343097,0.0004751126,0.0008716663,0.0007885115,0.002744318,0.002582705,0.001663979,0.08552163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170652,"about_ca_system_score_gemma":0.004954239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007055202,"about_ca_topic_score_gemma":0.01154569,"domain_scores_codex":[0.9980186,0.0003643087,0.0000729056,0.0002900506,0.0009688559,0.0002852911],"domain_scores_gemma":[0.9968117,0.000440825,0.0001253889,0.0002038544,0.001883169,0.0005350019],"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":[0.00008625886,0.00006839378,0.003470869,0.0006678654,0.00001579301,0.0004861228,0.002852562,0.00012702,0.0003042495,0.06499588,0.6982446,0.2286804],"study_design_scores_gemma":[0.000009556994,0.00001540572,0.001656872,0.0006702181,0.000009073076,0.0004189441,0.002539902,0.00004537127,0.0001609823,0.008238162,0.9862292,0.000006205945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00505236,0.004072838,0.005175361,0.03379133,0.004624139,0.0002176952,0.001571112,0.0004811923,0.9450141],"genre_scores_gemma":[0.07499649,0.005617458,0.007061693,0.04004794,0.001105733,0.0002991551,0.002514152,0.0005841202,0.8677732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2219981,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09008574669453072,"score_gpt":0.4505775530152075,"score_spread":0.3604918063206768,"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."}}