{"id":"W4412933411","doi":"10.1136/bmjopen-2024-090877","title":"Effectiveness of general practitioner-delivered nutrition care on dietary and health outcomes in adults with chronic conditions: a systematic review","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; University of New Brunswick","funders":"Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Medicine; CINAHL; MEDLINE; Psychological intervention; Data extraction; Critical appraisal; Family medicine; Health care; Randomized controlled trial; Gerontology; Alternative medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02077562,0.001632867,0.01192468,0.006097805,0.0006977454,0.003065,0.001989282,0.002760858,0.004030048],"category_scores_gemma":[0.08393927,0.001116124,0.009835088,0.007156596,0.001193321,0.0023879,0.001514707,0.00167137,0.0002466824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006058529,"about_ca_system_score_gemma":0.01389759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007617309,"about_ca_topic_score_gemma":0.01747648,"domain_scores_codex":[0.9778416,0.01103668,0.006153292,0.001312226,0.003221176,0.0004349509],"domain_scores_gemma":[0.9432992,0.04259395,0.009752439,0.0007328691,0.003094326,0.0005272737],"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":[0.0006835949,0.00004709348,0.0006964789,0.957999,0.01530995,0.00003929708,0.0001850182,0.00009970032,0.00008073007,0.0001258762,0.0005333577,0.02419985],"study_design_scores_gemma":[0.00193463,0.0009166187,0.006182122,0.8663105,0.1170881,0.0001601423,0.0002939419,0.0001636095,0.0001812102,0.0002200924,0.00651053,0.00003848161],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003734295,0.9936901,0.0001636892,0.0003356682,0.0001957441,0.00126566,0.0002838713,0.00001198742,0.0003188468],"genre_scores_gemma":[0.06022886,0.9329969,0.001408874,0.001014749,0.0002811799,0.003590193,0.000292527,0.000009851286,0.0001767888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02077562,"threshold_uncertainty_score":0.1098733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594239472440349,"score_gpt":0.5737228549919439,"score_spread":0.414298907747909,"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."}}