{"id":"W2888203087","doi":"10.2196/11237","title":"Health Information–Seeking Behaviors of Family Caregivers: Analysis of the Health Information National Trends Survey","year":2018,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mayo Clinic","keywords":"Health Information National Trends Survey; Health information; Psychology; Family health; Information behavior; Information seeking behavior; Information seeking; Gerontology; Medicine; Health care; Nursing; Political science; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00619515,0.0001483624,0.0005111017,0.001168989,0.001091954,0.00002622871,0.0003535204,0.0001142361,0.0002903626],"category_scores_gemma":[0.0003975048,0.0001143888,0.0001551889,0.00337461,0.0001288086,0.003713561,0.0001470724,0.0004125465,0.00003388695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006241875,"about_ca_system_score_gemma":0.001944441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008870291,"about_ca_topic_score_gemma":0.001508397,"domain_scores_codex":[0.9945199,0.0009890569,0.003096064,0.000115191,0.0008349758,0.0004448208],"domain_scores_gemma":[0.9936371,0.0003253688,0.00359449,0.000432571,0.001857024,0.0001534732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007008367,0.0000483669,0.8148941,0.0009460307,0.00009201124,7.73352e-9,0.1110856,0.000139841,0.000002112967,0.0009154792,0.01733772,0.05446862],"study_design_scores_gemma":[0.0004591093,0.00006268769,0.9609041,0.0002182214,0.00001809656,1.31288e-7,0.005410654,0.007857038,0.000003826343,0.00001458506,0.02496318,0.0000884254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625965,0.00006007513,0.01121355,0.003537017,0.001286693,0.001669254,0.002084699,0.0001305281,0.01742165],"genre_scores_gemma":[0.9907432,0.00001220885,0.0004211554,0.00767906,0.00005296295,0.00005400694,0.0009644751,0.000005075288,0.00006782796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460099,"threshold_uncertainty_score":0.9977297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07001018284278315,"score_gpt":0.4678827055321582,"score_spread":0.397872522689375,"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."}}