{"id":"W2930149032","doi":"10.1016/j.ypmed.2019.03.038","title":"Considering the age-graded nature of associations between socioeconomic characteristics and smoking during the transition towards adulthood","year":2019,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Health Canada","keywords":"Socioeconomic status; Medicine; Educational attainment; Association (psychology); Demography; Young adult; Operationalization; Multinomial logistic regression; Logistic regression; Early adulthood; Life course approach; Gerontology; Psychology; Developmental psychology; Environmental health; Population","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":[0.001705895,0.0001757442,0.0003230519,0.000749615,0.0004585167,0.0009717728,0.000411026,0.0003992753,0.001491752],"category_scores_gemma":[0.005499116,0.0001512715,0.0007814167,0.0009093154,0.0003303631,0.0008225493,0.0008846536,0.000770686,0.0001093921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337297,"about_ca_system_score_gemma":0.0009135964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02269821,"about_ca_topic_score_gemma":0.07788889,"domain_scores_codex":[0.9990126,0.0002916994,0.00009798766,0.0002169101,0.0001428039,0.0002379673],"domain_scores_gemma":[0.9981284,0.0006446321,0.0005056302,0.0002112602,0.0002691548,0.0002410418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003105475,0.00001882181,0.994653,0.00002212032,0.0001817603,0.00003969025,0.0001997626,0.0001151733,0.0002768218,0.0005657732,0.0001925316,0.003703523],"study_design_scores_gemma":[5.624137e-7,0.0000159081,0.9988253,0.000009837547,0.00002550772,0.00002889798,0.0002927479,0.0001490216,0.00004788641,0.0002986403,0.0003036709,0.000002059823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988174,0.002326208,0.002097419,0.002108239,0.0001303256,0.00002473228,0.001288852,0.00001017395,0.003840181],"genre_scores_gemma":[0.9985356,0.0002976148,0.000325329,0.0001213818,0.00003650717,0.000005122517,0.0003216072,0.000002041004,0.000354679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02269821,"threshold_uncertainty_score":0.04513222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204048988693813,"score_gpt":0.3195454762644665,"score_spread":0.2991405773950852,"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."}}