{"id":"W4412038424","doi":"10.1186/s40795-025-01116-z","title":"Barriers and facilitators to following dietary recommendations for bone health: a qualitative study","year":2025,"lang":"en","type":"article","venue":"BMC Nutrition","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; Heritage Medical Research Clinic; South Health Campus; Alberta Health Services; University of Alberta; Alberta Health; University of Calgary","funders":"Dairy Farmers of Canada","keywords":"Medicine; Clinical nutrition; Public health; Qualitative research; Health services research; Bone health; Family medicine; Environmental health; Gerontology; Nursing; Osteoporosis; Internal medicine; Bone mineral","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":[0.01356851,0.0005429162,0.0009466084,0.001086493,0.006494691,0.002349719,0.001692228,0.001431275,0.003422834],"category_scores_gemma":[0.01572505,0.0008374186,0.0005009978,0.0009798935,0.004350246,0.002750448,0.004111269,0.002142413,0.0003622406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003668146,"about_ca_system_score_gemma":0.006407845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01871747,"about_ca_topic_score_gemma":0.02083744,"domain_scores_codex":[0.9932243,0.004608307,0.0002587968,0.0003669305,0.0004329749,0.001108666],"domain_scores_gemma":[0.9833559,0.01156442,0.001221258,0.0003251174,0.00160508,0.001928289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004155068,0.0001132954,0.007738098,0.0002321415,0.000006745643,0.0003468001,0.9868208,0.00002381701,0.0005469575,0.0002658743,0.000335284,0.003528633],"study_design_scores_gemma":[0.000006865106,0.00009914177,0.002645429,0.0001994861,0.000006232423,0.0001058237,0.9947838,0.00006826219,0.0001251611,0.0001091715,0.00183975,0.00001076113],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952902,0.0003600824,0.0008713687,0.001268264,0.00002304036,0.000311274,0.0001490997,0.00001393927,0.001712753],"genre_scores_gemma":[0.9966942,0.0005590321,0.0006800762,0.0005455071,0.000008522439,0.0004308986,0.00005016809,0.00001068939,0.001020829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01871747,"threshold_uncertainty_score":0.07175797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09476380855407524,"score_gpt":0.480763186597101,"score_spread":0.3859993780430258,"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."}}