{"id":"W2625838435","doi":"10.1111/tgis.12276","title":"The interaction between individual, social and environmental factors and their influence on dietary intake among adults in Toronto","year":2017,"lang":"en","type":"article","venue":"Transactions in GIS","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Socioeconomic status; Environmental health; Metropolitan area; Geography; Psychology; Medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002203638,0.0001906017,0.0002436335,0.0005513694,0.0008645877,0.000749505,0.000315652,0.0001630601,0.00180149],"category_scores_gemma":[0.001035428,0.0001790172,0.000403386,0.001521521,0.0003572784,0.0001981668,0.000720837,0.0002109432,0.0001060713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005937702,"about_ca_system_score_gemma":0.003647617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9243682,"about_ca_topic_score_gemma":0.9572241,"domain_scores_codex":[0.9997091,0.0000567709,0.00002432687,0.00004789653,0.00008114317,0.00008080023],"domain_scores_gemma":[0.9994018,0.00008969229,0.00016502,0.00002952085,0.0001330786,0.0001808375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004787216,0.00001065303,0.9960942,0.00002482708,0.00007381074,0.00009166695,0.001178952,0.0001148927,0.0002069683,0.00005200902,0.0002617242,0.001842369],"study_design_scores_gemma":[8.094265e-7,0.000007657291,0.9987778,0.000006292951,0.00001725133,0.00001619454,0.0008541951,0.0001114212,0.0000219637,0.000009227679,0.0001748738,0.000002283376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979287,0.0002943443,0.0000564605,0.00009301175,0.000003516891,0.000005338855,0.0008679643,0.000004559428,0.0007460627],"genre_scores_gemma":[0.9994465,0.00009152482,0.00004533967,0.000007230539,0.000001566341,0.000003163081,0.0002028875,8.72382e-7,0.0002009908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0756318,"threshold_uncertainty_score":0.1521544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562005917825856,"score_gpt":0.2888210141257362,"score_spread":0.2632009549474777,"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."}}