{"id":"W3129831797","doi":"10.1371/journal.pone.0247113","title":"Effect of sex/gender on obesity traits in Canadian first year university students: The GENEiUS study","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Obesity; Demography; Gerontology; Biology; Medicine; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001141011,0.0005309152,0.000676584,0.001390796,0.002954811,0.001477391,0.001428164,0.0007948023,0.002674187],"category_scores_gemma":[0.002501849,0.0003878579,0.0009945793,0.002604311,0.0009554401,0.0003345639,0.0009165307,0.000903353,0.0003191223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01125638,"about_ca_system_score_gemma":0.01501854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9612572,"about_ca_topic_score_gemma":0.9777325,"domain_scores_codex":[0.9987597,0.00008457073,0.00004172265,0.0002092353,0.0004126132,0.0004921471],"domain_scores_gemma":[0.9982274,0.0001192295,0.0003772478,0.00008478763,0.0005102305,0.0006811088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001259696,0.00004296184,0.9952492,0.00001795677,0.00004057193,0.0000864679,0.0009762635,0.00001303132,0.0001307754,0.00004588003,0.000287333,0.002983578],"study_design_scores_gemma":[0.000002508815,0.00002764464,0.9987026,0.00001388671,0.00001568043,0.00003398121,0.0008754435,0.00003073392,0.00002003068,0.000008364904,0.0002638528,0.000005237614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972302,0.0007111911,0.00003959473,0.0001657107,0.00001413292,0.00001771211,0.0007932794,0.000003874314,0.001024252],"genre_scores_gemma":[0.9983332,0.0004086415,0.0000871845,0.00005592946,0.000005700094,0.000009822737,0.0004277353,0.000003988467,0.0006677567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03874278,"threshold_uncertainty_score":0.08167118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652529351681214,"score_gpt":0.2534717173736178,"score_spread":0.2269464238568057,"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."}}