{"id":"W807029506","doi":"","title":"Overweight And Obesity In Canada: Understanding The Individual and Socio-environmental Determinants","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Association of Geographers; Heart and Stroke Foundation of Canada","keywords":"Overweight; Obesity; Environmental health; Geography; Political science; Medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006488586,0.0003117356,0.0004462829,0.00009588026,0.0002049213,0.00003663598,0.0001545541,0.0001963376,0.001442341],"category_scores_gemma":[0.000006022286,0.0002811716,0.00005817877,0.000162119,0.0001054595,0.0001772446,0.0001258657,0.0005444452,0.00000272562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151914,"about_ca_system_score_gemma":0.000326078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0736761,"about_ca_topic_score_gemma":0.7338647,"domain_scores_codex":[0.9986355,0.00008480922,0.0001500981,0.0004387459,0.0003706956,0.0003201858],"domain_scores_gemma":[0.9994402,0.00009135287,0.0001353522,0.0001684668,0.000008331153,0.0001563254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632734,0.0005083954,0.9525946,0.0002014901,0.000113412,0.0005599421,0.0009315972,9.182016e-7,0.00004887224,0.0003269759,0.0001458283,0.04440463],"study_design_scores_gemma":[0.001160329,0.0001200193,0.9743028,0.0001961886,0.0003070244,0.00001660187,0.02154802,0.00004797833,0.00008175764,0.0004329762,0.001500044,0.0002862584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645945,0.000152607,0.000002230003,0.0000877958,0.00008431658,0.0003637939,0.00005100991,0.00001268569,0.03465102],"genre_scores_gemma":[0.9664837,0.0001211551,0.00001420572,0.0001154871,0.00004639651,4.959045e-7,0.00007668426,0.00002282549,0.03311911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6601886,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655648080034311,"score_gpt":0.205522475543079,"score_spread":0.1889659947427359,"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."}}