{"id":"W4401884310","doi":"10.3390/healthcare12171700","title":"Nurses’ Role in Obesity Management in Adults in Primary Healthcare Settings Worldwide: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Healthcare","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thematic analysis; Health care; Psychological intervention; Medicine; Inclusion (mineral); Nursing; Disease management; Psychology; Gerontology; Qualitative research; Health management system; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007674356,0.0008550379,0.002224569,0.005252345,0.0007315208,0.002536783,0.000958731,0.001628624,0.002404823],"category_scores_gemma":[0.02442893,0.0005616292,0.002311005,0.006152187,0.0006336216,0.001746912,0.001612867,0.001102823,0.0002799487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002454511,"about_ca_system_score_gemma":0.009837725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00800969,"about_ca_topic_score_gemma":0.02139025,"domain_scores_codex":[0.9946403,0.002390947,0.001398954,0.0003459852,0.001048738,0.0001750295],"domain_scores_gemma":[0.9830859,0.01352034,0.001722304,0.0001689324,0.001339624,0.0001629915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001079945,0.00005350677,0.001126624,0.5806683,0.001333431,0.0001445059,0.001753279,0.0002020336,0.0001696485,0.001114843,0.004781332,0.4085445],"study_design_scores_gemma":[0.00003436608,0.0001363359,0.003852448,0.9203228,0.003862362,0.0003824227,0.001460867,0.00007892503,0.0001167034,0.0004208494,0.06930918,0.00002278189],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004772513,0.998597,0.00006490957,0.0002539251,0.000108572,0.00005127982,0.00002532384,0.000001514728,0.0004201854],"genre_scores_gemma":[0.004208209,0.9950503,0.0002382505,0.0002153606,0.00004809311,0.000113494,0.00003473564,0.000001270008,0.00009032185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00800969,"threshold_uncertainty_score":0.04058635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.094687848139473,"score_gpt":0.51060838307146,"score_spread":0.4159205349319869,"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."}}