{"id":"W2153998665","doi":"10.1093/geront/44.2.193","title":"Health Behaviors in a Representative Sample of Older Canadians: Prevalences, Reported Change, Motivation to Change, and Perceived Barriers","year":2004,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Gerontology; Medicine; Psychological intervention; Public health; Health care; Behavior change; Population; Environmental health; Preventive care; Nursing","routes":{"ca_aff":false,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00170537,0.0000979059,0.0003219326,0.0001153636,0.00008969296,0.000005235666,0.00005706546,0.00006772106,0.00004497612],"category_scores_gemma":[0.000573337,0.00007562176,0.00006155505,0.0002455604,0.0001164366,0.0000806122,0.00002190162,0.0001321291,0.000001390233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764658,"about_ca_system_score_gemma":0.0001891987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1809011,"about_ca_topic_score_gemma":0.06226507,"domain_scores_codex":[0.9984623,0.0004483924,0.0003692778,0.0002569608,0.0002124953,0.0002505686],"domain_scores_gemma":[0.9991838,0.00004019669,0.0001524416,0.0003096789,0.00007621264,0.0002376208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002221457,0.0003993697,0.3875321,0.001274623,0.0002398221,0.0001181167,0.2241233,0.00003514915,0.0004258835,0.0003120129,0.0005662181,0.3847513],"study_design_scores_gemma":[0.001083259,0.0002796225,0.9936982,0.0003480981,0.00003758932,0.00005306907,0.004171904,0.00000842303,0.00004560493,0.00009406784,0.0001166553,0.00006344902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742949,0.001241284,0.001814247,0.01987443,0.00009322347,0.002556398,0.00002366633,0.00002635939,0.00007547407],"genre_scores_gemma":[0.9970784,0.0004014623,0.0005118466,0.001529238,0.00004941111,0.0003270142,0.00003596113,0.000008839194,0.00005779466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6061662,"threshold_uncertainty_score":0.9548461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139608174324422,"score_gpt":0.3804401379205258,"score_spread":0.2664793204880835,"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."}}