{"id":"W4304989902","doi":"10.1136/bmjopen-2022-060952","title":"Food insecurity among postsecondary international students: a scoping review protocol","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); Saskatchewan Health Authority; Prince Albert Grand Council; University of Saskatchewan; Saskatchewan Health; Dalhousie University","funders":"","keywords":"Medicine; Protocol (science); Food insecurity; Environmental health; Public health; Medical education; Alternative medicine; Nursing; Food security; Pathology","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":[0.1292961,0.005400239,0.01313191,0.01842777,0.005395393,0.008034301,0.00619925,0.01004127,0.06657338],"category_scores_gemma":[0.0890238,0.006686007,0.01028272,0.01329254,0.006072659,0.009257931,0.006180135,0.007364675,0.01762812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01223375,"about_ca_system_score_gemma":0.08286928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004915585,"about_ca_topic_score_gemma":0.009425078,"domain_scores_codex":[0.9509048,0.02017529,0.0167589,0.003577017,0.005809768,0.002774332],"domain_scores_gemma":[0.9261782,0.02474439,0.01024016,0.007082901,0.02777293,0.003981446],"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":[0.01355256,0.002038282,0.003031638,0.6915182,0.00178606,0.003594984,0.0220432,0.003557065,0.005462085,0.01883555,0.09841456,0.1361659],"study_design_scores_gemma":[0.02214318,0.004106799,0.01545075,0.4373033,0.002631703,0.001694803,0.01644933,0.002815988,0.004627356,0.02096074,0.4710032,0.0008129942],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003700391,0.0005407373,0.0009105579,0.0002301792,0.00009437774,0.9958045,0.001513375,0.00003899205,0.000497298],"genre_scores_gemma":[0.0003345801,0.0005685405,0.002178974,0.00009320458,0.00001797205,0.9962595,0.0003357916,0.000004545372,0.0002069467],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1292961,"threshold_uncertainty_score":0.6837912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.589396529746397,"score_gpt":0.6801087813841012,"score_spread":0.09071225163770424,"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."}}