{"id":"W2563696430","doi":"10.1093/heapro/daw094","title":"Social inequalities in health information seeking among young adults in Montreal","year":2016,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Latent class model; Socioeconomic status; Psychology; Social capital; Health equity; Inequality; Multinomial logistic regression; The Internet; Social psychology; Gerontology; Public health; Medicine; Environmental health; Sociology; Population; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004964136,0.0002570535,0.0003053,0.00160302,0.002100171,0.001594829,0.0005560004,0.00034311,0.003447883],"category_scores_gemma":[0.001929743,0.0002749407,0.0004697543,0.002680319,0.0005845415,0.0005353415,0.001260695,0.0004219931,0.0001832967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01128829,"about_ca_system_score_gemma":0.006241543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742811,"about_ca_topic_score_gemma":0.9827387,"domain_scores_codex":[0.9995275,0.00005283776,0.00003214411,0.00008682437,0.0001061507,0.0001945826],"domain_scores_gemma":[0.999103,0.00008762973,0.0003294772,0.00002952356,0.0001728262,0.0002776154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002483885,0.00002635688,0.9941238,0.00001903649,0.00002634095,0.00006421685,0.00249001,0.0000424233,0.0001954431,0.00007157966,0.0002395391,0.002676574],"study_design_scores_gemma":[0.000001450477,0.000008814206,0.9983307,0.000009139339,0.000005197664,0.00001071235,0.001333874,0.00007412236,0.00001844656,0.000008910768,0.0001948927,0.000003738493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974253,0.0001483989,0.0000386627,0.0001453496,0.000002466653,0.00002867028,0.00109927,0.000005100243,0.001106785],"genre_scores_gemma":[0.999019,0.00009181967,0.00004950494,0.00003123539,0.000001798513,0.00001332845,0.0003717021,0.000001644208,0.0004199431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02571893,"threshold_uncertainty_score":0.08190262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05874441461506464,"score_gpt":0.437860837375065,"score_spread":0.3791164227600003,"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."}}