{"id":"W2065876607","doi":"10.1007/s10676-011-9272-8","title":"Searching for health: the topography of the first page","year":2011,"lang":"en","type":"article","venue":"Ethics and Information Technology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Institutes of Health","keywords":"Mainstream; The Internet; Variety (cybernetics); Internet privacy; Seekers; Public relations; Subject (documents); Consolidation (business); Public health; Health information; Health care; World Wide Web; Sociology; Political science; Medicine; Computer science; Business; Law; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004968912,0.00006744908,0.0001314579,0.0001690985,0.002359843,0.000008528275,0.0003008877,0.0003108785,0.00004515948],"category_scores_gemma":[0.001147195,0.00003571016,0.00004192066,0.0004033991,0.0002768466,0.0009382414,0.000163141,0.00150026,0.000009802045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002436273,"about_ca_system_score_gemma":0.0003029455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001523251,"about_ca_topic_score_gemma":0.00009255056,"domain_scores_codex":[0.9983175,0.0001881736,0.001048322,0.00005810486,0.0001372345,0.0002506605],"domain_scores_gemma":[0.9979552,0.0006102845,0.0007231634,0.0003332956,0.0003420064,0.00003603841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002914647,0.00001116306,0.0205769,0.001306946,0.00000726099,3.822576e-9,0.08561654,5.816814e-7,8.510496e-7,0.8536912,0.002030013,0.03672934],"study_design_scores_gemma":[0.0004023411,0.00009871049,0.03870393,0.0001567961,0.00000292498,8.307689e-7,0.01074299,0.0009542893,0.0000822065,0.03792912,0.9108646,0.00006128973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2999191,0.0005426428,0.08003876,0.554987,0.002171683,0.009359112,0.000267564,0.0005101281,0.05220409],"genre_scores_gemma":[0.9510844,0.0002966738,0.003335119,0.04496768,0.00002513442,0.0002422783,0.00001087636,0.000004339621,0.00003350747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9088346,"threshold_uncertainty_score":0.998939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140124073964446,"score_gpt":0.4515070717342866,"score_spread":0.337494664337842,"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."}}