{"id":"W2140919965","doi":"10.1080/10410236.2011.647621","title":"Looking Beyond the Internet: Examining Socioeconomic Inequalities in Cancer Information Seeking Among Cancer Patients","year":2012,"lang":"en","type":"article","venue":"Health Communication","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; York University","keywords":"Information seeking; Socioeconomic status; Mass media; Cancer; Information seeking behavior; The Internet; Breast cancer; Medicine; Interpersonal communication; Health Information National Trends Survey; Prostate cancer; Quality of life (healthcare); Preference; Family medicine; Psychology; Population; Social psychology; Health care; Environmental health; Health information; Internal medicine; Nursing; Advertising","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109735,0.000154231,0.0002593609,0.001253451,0.0006068237,0.0009403218,0.000283011,0.0005600242,0.002865145],"category_scores_gemma":[0.009808247,0.0001804,0.0005605435,0.001547398,0.0003676209,0.00105765,0.0009418915,0.0007449924,0.0001550922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004502789,"about_ca_system_score_gemma":0.0004873802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250652,"about_ca_topic_score_gemma":0.01604586,"domain_scores_codex":[0.9991909,0.0003792216,0.00008108316,0.00006829723,0.0001199038,0.0001605413],"domain_scores_gemma":[0.9945885,0.002843803,0.001614516,0.0001375556,0.0002442182,0.0005714268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007032733,0.0001056933,0.9970568,0.00001535091,0.00004678033,0.00002733441,0.0005000659,0.00002408353,0.00003282251,0.00004288647,0.00005305944,0.002024839],"study_design_scores_gemma":[0.000007961915,0.000138722,0.9975673,0.00002242022,0.00004696471,0.00006290947,0.00155558,0.00034133,0.00002942033,0.00006915087,0.0001539889,0.000004337761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991031,0.0001490436,0.00002236163,0.0001701799,0.000001386605,0.000006081752,0.0000958516,4.45603e-7,0.0004515178],"genre_scores_gemma":[0.9997244,0.00007762491,0.00002806537,0.00004538209,0.000004491298,0.000005619334,0.00005823337,3.942518e-7,0.00005567976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250652,"threshold_uncertainty_score":0.02486742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08859678818605142,"score_gpt":0.4434237723026901,"score_spread":0.3548269841166387,"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."}}