Chronic Disease and Injury Indicator Framework: Quick Stats, 2015 Edition
Bibliographic record
Abstract
Education % of population with less than a high school education, population aged 20+ years 12.8% CCHS (2014) Income % of population living below low-income cut-offs, after tax, total population 9.7% CIS (2013) Employment Average annual unemployment rate (% of labour force that was unemployed during reference period), population aged 15+ years 6.8% LFS (2015) EARLY LIFE/CHILDHOOD RISK AND PROTECTIVE FACTORS Breastfeeding % of women who reported exclusive breastfeeding of their child for at least the first 6 months of life, women aged 15+ years 26.2% CCHS (2012) Birth weight % of live births with a low birth weight 6.1% CVS (2011) Exposure to second-hand smoke % of households with children aged less than 12 years regularly exposed to environmental tobacco smoke at home 3.1% CTADS 2013 Family violence % of population that experienced any of three types of child abuse [physical abuse, sexual abuse or exposure to intimate partner violence] before the age of 16 (NEW) 32.3% CCHS-MH (2012) BEHAVIOURAL RISK AND PROTECTIVE FACTORS Physical activity % of children and youth who met physical activity guidelines by accumulating at least 60 minutes of moderate-to-vigorous physical activity per day, population aged 5-17 years (NEW) 9.3% CHMS (2012-2013) % of adults who met physical activity guidelines by accumulating at least 150 minutes of moderate-tovigorous physical activity each week, in bouts of 10 minutes or more, population aged 18+ years (NEW) 22.2% CHMS (2012-2013) Sedentary behaviour % children and youth who reported exceeding sedentary behaviour guidelines by spending more than 2 hours per day watching television or using computers during leisure-time, population aged 5-17 years 72.7% CHMS (2012-2013) Average amount of time per day spent sedentary, excluding sleep time, population aged 5-17 years (NEW) 8.5 hours CHMS (2012-2013) Average amount of time per day spent sedentary, excluding sleep time, population aged 18+ years (NEW) 9.8 hours CHMS (2012-2013) Healthy eating % of population that reported consuming fruit and vegetables at least 5 times/day, population aged 12+ years 39.7% CCHS (2014) Unhealthy eating % of children and youth who reported drinking sugar-sweetened beverages daily, population aged 5-17 years 17.2% CHMS (2012-2013) Adequate sleep % of children and youth who reported obtaining adequate daily sleep (10-13 hours for those aged 5 years, 9-11 hours for ages 6-13 years and 8-10 hours for ages 14-17 years), population aged 5-17 years (NEW) 74.6% CHMS (2012-2013) Chronic stress and coping % of population that reported a high level of coping, population aged 18+ years (NEW) 56.9% CCHS-MH (2012)% of population that reported life to be "quite a bit" or "extremely" stressful most days in the last 12 months, population aged 12+ years
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.007 | 0.017 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.018 | 0.008 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".