{"id":"W4408353969","doi":"10.1177/08404704251321133","title":"Exploring registered dietitians’ contributions and educational needs in primary care: Insights for health leaders","year":2025,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institut du Savoir Montfort; East Wellington Family Health Team; Hamilton Health Sciences; University of Ottawa","funders":"Employment and Social Development Canada; College of Family Physicians of Canada","keywords":"Primary care; Primary health care; Medicine; Health care; Medical education; Nursing; Family medicine; Psychology; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000439394,0.0001746318,0.0003125605,0.0006938282,0.001231738,0.00002158077,0.0001285596,0.0001069764,0.000008875296],"category_scores_gemma":[0.00006572664,0.0001955543,0.00005466956,0.0005394088,0.00007902753,0.0002398493,0.00009224308,0.000296907,0.00001154237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606511,"about_ca_system_score_gemma":0.0008035356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008081082,"about_ca_topic_score_gemma":0.002867466,"domain_scores_codex":[0.9977319,0.000240834,0.0007288108,0.0003698836,0.0001632342,0.0007653022],"domain_scores_gemma":[0.9987887,0.0002687704,0.0001811189,0.0003307825,0.0002565417,0.0001741464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002709309,0.0002809798,0.06174436,0.04999243,0.00007778071,9.752813e-7,0.05133135,0.000005687726,0.000002620489,0.6507918,0.1469603,0.03854069],"study_design_scores_gemma":[0.002780652,0.0001633888,0.1674741,0.004716042,0.00002624134,2.986856e-7,0.3256711,0.00001991481,0.000002909054,0.01462515,0.4842831,0.0002370578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03895905,0.02053211,0.003173093,0.9034874,0.008659129,0.006670264,0.0002287668,0.0001868918,0.0181033],"genre_scores_gemma":[0.9401832,0.01282329,0.001397153,0.03297709,0.0004374729,0.004862974,0.001524417,0.00003658982,0.005757779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9012242,"threshold_uncertainty_score":0.9473661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608666616960481,"score_gpt":0.4341370472252567,"score_spread":0.2732703855292086,"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."}}