{"id":"W4309456561","doi":"10.3390/nu14224882","title":"Dietary Intake and the Neighbourhood Environment in the BC Generations Project","year":2022,"lang":"en","type":"article","venue":"Nutrients","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Neighbourhood (mathematics); Geography; Environmental health; Medicine; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006795122,0.0003179047,0.0002830102,0.000546583,0.001802337,0.001025755,0.0005653277,0.000374059,0.001607041],"category_scores_gemma":[0.001911579,0.000267954,0.0003413206,0.001404198,0.0001988069,0.0002090678,0.001470974,0.0005183025,0.0002982063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003454259,"about_ca_system_score_gemma":0.002510238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7766094,"about_ca_topic_score_gemma":0.8374652,"domain_scores_codex":[0.9994895,0.0001700673,0.00002861802,0.00009350337,0.0001237735,0.00009443844],"domain_scores_gemma":[0.9992326,0.00003396939,0.0001123376,0.00006715705,0.0003140123,0.000239936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002783541,0.0001362398,0.9628814,0.00008116318,0.0002474326,0.0001715863,0.002305518,0.0002930005,0.0002663539,0.0001998991,0.008799938,0.02433902],"study_design_scores_gemma":[0.00001642125,0.00003509553,0.9944055,0.00004032709,0.00003958799,0.00007629702,0.0008714444,0.0002118056,0.00004559098,0.00008665577,0.004162165,0.000009185066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844853,0.0006858328,0.0002611534,0.0004144596,0.00002650519,0.0001428306,0.01133059,0.00001125372,0.002642143],"genre_scores_gemma":[0.9873765,0.0007043319,0.000980248,0.0001877338,0.0000133273,0.0003615173,0.006303316,0.0000156731,0.004057544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7766094,"threshold_uncertainty_score":0.4494124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310222067670297,"score_gpt":0.2580620919374614,"score_spread":0.2349598712607584,"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."}}