{"id":"W4281721103","doi":"10.3390/diseases10020031","title":"Neck Circumference as a Screening Tool for Metabolic Syndrome among Lebanese College Students","year":2022,"lang":"en","type":"article","venue":"Diseases","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Waist; Medicine; Metabolic syndrome; Anthropometry; Circumference; Abdominal obesity; Obesity; Internal medicine; Blood pressure; Receiver operating characteristic; Physical therapy; Demography","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":[0.001078835,0.0003006702,0.0002737854,0.001311784,0.0002781184,0.0004338676,0.0002056097,0.0003088874,0.0007844603],"category_scores_gemma":[0.00246737,0.000198606,0.0003055394,0.0007893825,0.0001439699,0.0002484562,0.0003012992,0.0003421499,0.0001760622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165881,"about_ca_system_score_gemma":0.0004817773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007801385,"about_ca_topic_score_gemma":0.01205784,"domain_scores_codex":[0.9993729,0.0002798531,0.00006245594,0.00006213074,0.0001538841,0.00006879294],"domain_scores_gemma":[0.9990914,0.0002045323,0.0002871824,0.00002604158,0.0002222815,0.0001686514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009904736,0.00008542521,0.9949243,0.00001857204,0.00002192025,0.00006352387,0.00007607468,0.0000179417,0.0003450765,0.000008740636,0.0001123213,0.004227085],"study_design_scores_gemma":[0.0000154453,0.0002655691,0.9984787,0.00002673521,0.00003700379,0.0001355642,0.0003221589,0.0003625552,0.0001073834,0.00001358732,0.0002294507,0.000005794111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980889,0.0006716903,0.0001215754,0.00013116,0.00002372686,0.00002420485,0.0001529154,0.000005709934,0.0007801347],"genre_scores_gemma":[0.9989366,0.0002802939,0.0003056853,0.00005176101,0.00001588227,0.00002847663,0.0001386169,0.000001096087,0.000241663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007801385,"threshold_uncertainty_score":0.01551193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995815305155058,"score_gpt":0.2970696762391127,"score_spread":0.2771115231875622,"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."}}