{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001006354,0.0002091061,0.000518201,0.0001040419,0.0003387462,0.00004093939,0.0003157684,0.00002866274,0.000472397],"category_scores_gemma":[0.0002590509,0.0002075592,0.0002703581,0.0003553029,0.00007765683,0.0002026147,0.0004045133,0.0001787945,0.00003385961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006795442,"about_ca_system_score_gemma":0.0001139357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009800715,"about_ca_topic_score_gemma":0.000003728157,"domain_scores_codex":[0.9980596,0.00008425998,0.000203827,0.0004365693,0.00083701,0.0003787175],"domain_scores_gemma":[0.9989532,0.0001900834,0.00009010539,0.0003995936,0.0000803861,0.0002866246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002147526,0.007380946,0.9889582,0.0001453123,0.0002398572,0.0003489426,0.00006985404,0.0000253275,0.00009788928,0.001100668,0.001043983,0.0003742072],"study_design_scores_gemma":[0.001884842,0.0005214454,0.9937412,0.000045651,0.0005508229,0.00004134512,0.000268885,0.0002023197,0.0000844356,0.001012973,0.001415281,0.0002308747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969281,0.0004118678,0.00002027422,0.0001349909,0.0001358437,0.001224323,0.0007956449,0.0001414527,0.0002074924],"genre_scores_gemma":[0.9970164,0.000007121226,0.00006547156,0.0004212446,0.0001257401,0.0007999882,0.0001593055,0.00004422589,0.001360553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0068595,"threshold_uncertainty_score":0.846402,"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."}}