{"id":"W2979680455","doi":"10.1136/bmjopen-2018-023318","title":"The Manitoba Personalized Lifestyle Research (TMPLR) study protocol: a multicentre bidirectional observational cohort study with administrative health record linkage investigating the interactions between lifestyle and health in Manitoba, Canada","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Seven Oaks General Hospital; Research Manitoba; St. Boniface Hospital; University of Manitoba; Agriculture and Agri-Food Canada; George & Fay Yee Centre for Healthcare Innovation","funders":"","keywords":"Medicine; Body mass index; Gerontology; Socioeconomic status; Population; Observational study; Anxiety; Environmental health; Family history; Demography; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008280846,0.002067173,0.001648639,0.002478105,0.006893535,0.002749571,0.005293337,0.001414253,0.01317453],"category_scores_gemma":[0.008231737,0.002148885,0.001380022,0.006618988,0.001863506,0.0009395987,0.001769573,0.001493028,0.002884605],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02902996,"about_ca_system_score_gemma":0.09332602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9264986,"about_ca_topic_score_gemma":0.9441479,"domain_scores_codex":[0.994514,0.001925458,0.000654866,0.0009116338,0.001131291,0.0008628006],"domain_scores_gemma":[0.9945591,0.0003165257,0.0006761014,0.0007545154,0.002777642,0.0009160624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01637374,0.003415762,0.5980923,0.009164884,0.001584073,0.002119041,0.009450562,0.003468501,0.003906682,0.008778027,0.2988653,0.04478113],"study_design_scores_gemma":[0.01016471,0.001682676,0.8664955,0.003873727,0.0007927946,0.0004148901,0.004276717,0.003848636,0.00100976,0.001189821,0.1060254,0.0002253837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1437048,0.002290843,0.01261037,0.002030091,0.0004892473,0.5322612,0.289632,0.0004635405,0.01651807],"genre_scores_gemma":[0.1973092,0.002004225,0.02929546,0.002996898,0.0002156452,0.6644161,0.08769634,0.0001257434,0.01594037],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.97097,"threshold_uncertainty_score":0.2106281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2103984277666316,"score_gpt":0.4655375244485553,"score_spread":0.2551390966819237,"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."}}