{"id":"W2518713364","doi":"10.1186/s12889-016-3640-6","title":"A retrospective analysis of real-world use of the eaTracker® My Goals website by adults from Ontario and Alberta, Canada","year":2016,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research; University of Waterloo; Cancer Care Ontario","keywords":"Demographics; Biostatistics; Descriptive statistics; Tracking (education); Set (abstract data type); Logistic regression; Medicine; Computer science; Applied psychology; Psychology; Public health; Demography; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007081633,0.0001323833,0.0005149434,0.0001843218,0.0003171067,0.00001073759,0.0001596863,0.00009127839,0.0007011938],"category_scores_gemma":[0.0006731023,0.00008567335,0.00007544622,0.000792377,0.00009001715,0.0002113764,0.00005228944,0.0001957788,0.000003536908],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953739,"about_ca_system_score_gemma":0.009786602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980977,"about_ca_topic_score_gemma":0.9999048,"domain_scores_codex":[0.997375,0.0006816636,0.0008234669,0.0003199023,0.000338193,0.0004617479],"domain_scores_gemma":[0.9967797,0.001132345,0.000739851,0.0005510728,0.0004802989,0.0003167572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000302685,0.00007584906,0.9231125,0.0001127716,0.0001254579,3.199086e-8,0.007397913,1.59755e-7,0.000007978816,0.0004760218,0.06818399,0.0004770916],"study_design_scores_gemma":[0.0005623283,0.00003547583,0.9295366,0.0002577507,0.00007251802,3.964107e-8,0.001840008,0.00001602287,0.000006217379,0.0001235024,0.06746958,0.00007991734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815577,0.00008637977,0.00006225894,0.01520848,0.0005836021,0.0004531798,0.001126754,0.00001091517,0.0009107638],"genre_scores_gemma":[0.9887184,0.0005577513,0.000287112,0.001238174,0.0001088451,0.00003554472,0.0001791106,0.00001467284,0.008860378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01397031,"threshold_uncertainty_score":0.995827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302546348402831,"score_gpt":0.340682534224344,"score_spread":0.2876570707403157,"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."}}