{"id":"W3097131811","doi":"10.1016/j.archger.2020.104291","title":"Older adults’ lay theories of abilities predict their willingness to engage in preventive health behaviors","year":2020,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Health behavior; Gerontology; Medicine; Developmental psychology; Environmental health","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":[0.002446176,0.000481638,0.0003377937,0.001366622,0.0005808383,0.002201213,0.0003413074,0.001599845,0.006252324],"category_scores_gemma":[0.02065421,0.0004084607,0.0007289422,0.0006091673,0.0009471984,0.001321291,0.001036198,0.001798534,0.0006748031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004714967,"about_ca_system_score_gemma":0.0005122708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006734924,"about_ca_topic_score_gemma":0.01243153,"domain_scores_codex":[0.9994723,0.0001277495,0.00006684322,0.00005811578,0.0001527435,0.0001222855],"domain_scores_gemma":[0.9870999,0.006751674,0.002915062,0.0007999897,0.001360651,0.001072691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214371,0.0004398374,0.9914178,0.00003306126,0.0001447711,0.00007462189,0.002486513,0.0002980069,0.0002409024,0.0003684185,0.0002165868,0.004157985],"study_design_scores_gemma":[0.00002124072,0.0002105546,0.9916113,0.00005341877,0.0001245378,0.0001727253,0.004283272,0.001281025,0.000174324,0.001473715,0.0005772053,0.00001661676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956509,0.0001940416,0.0001375945,0.0003419576,0.000009846447,0.00001169803,0.0001023944,0.000003068947,0.003548489],"genre_scores_gemma":[0.9989696,0.0001541018,0.0001218992,0.0001113836,0.00001037286,0.000007848043,0.0001144157,0.000001691016,0.0005088901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006734924,"threshold_uncertainty_score":0.0209161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231674410078445,"score_gpt":0.3262755704315861,"score_spread":0.3031081294237416,"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."}}