{"id":"W2954902734","doi":"10.1371/journal.pone.0218554","title":"First-year university is associated with greater body weight, body composition and adverse dietary changes in males than females","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Brock University","funders":"Brock University","keywords":"Waist; Body mass index; Medicine; Obesity; Circumference; Lean body mass; Analysis of variance; Composition (language); Body fat percentage; Waist–hip ratio; Internal medicine; Endocrinology; Demography; Body weight; Physiology; Animal science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005932581,0.000157215,0.0003886441,0.0001070116,0.00005682579,0.000007557385,0.00005992218,0.00009057381,0.000131005],"category_scores_gemma":[0.000008263485,0.0001389031,0.00003393498,0.0001571719,0.0000848827,0.0001641501,0.00008174757,0.0001891813,0.00007923366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143572,"about_ca_system_score_gemma":0.00001360689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302378,"about_ca_topic_score_gemma":0.0004044443,"domain_scores_codex":[0.9990716,0.00005494802,0.00007350634,0.0002952514,0.0002837418,0.00022094],"domain_scores_gemma":[0.9995087,0.00007089609,0.00006285094,0.0001953882,0.00006258173,0.00009954908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003257102,0.006238008,0.9776828,0.0002270895,0.0003436312,0.00009629038,0.0003661004,3.168232e-7,0.01465918,0.00004026899,0.00001818606,0.000002457251],"study_design_scores_gemma":[0.001927638,0.0007942619,0.9836686,0.0007822691,0.0003414744,0.000002445217,0.0001447664,0.0003971403,0.01172822,0.00003445001,0.000009013886,0.0001697529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973398,0.00001802537,2.789893e-7,0.001194498,0.00001177685,0.0004214641,0.00005494636,0.00006171523,0.000897491],"genre_scores_gemma":[0.998612,0.0000584301,0.00013859,0.00008894171,0.00005248443,0.000002561328,0.00007608553,0.00001991297,0.0009509259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005985812,"threshold_uncertainty_score":0.5664305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790988261798909,"score_gpt":0.2124609388577978,"score_spread":0.1845510562398088,"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."}}