{"id":"W2507280432","doi":"10.1016/j.pec.2016.08.028","title":"Understanding online health information: Evaluation, tools, and strategies","year":2016,"lang":"en","type":"review","venue":"Patient Education and Counseling","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":201,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"Fonds de Recherche du Québec - Santé; National Institutes of Health","keywords":"Health information; MEDLINE; Psychology; Medicine; Computer science; Health care; Political science","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":[0.01541148,0.001127398,0.003501831,0.005123612,0.0006269953,0.004272695,0.001600518,0.001741318,0.003084746],"category_scores_gemma":[0.04159057,0.0004786512,0.002023969,0.005141879,0.001294621,0.005427885,0.002249125,0.002061774,0.0003144874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737669,"about_ca_system_score_gemma":0.009679637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137888,"about_ca_topic_score_gemma":0.02176845,"domain_scores_codex":[0.9921511,0.003710308,0.001206728,0.0004113881,0.002273727,0.0002467624],"domain_scores_gemma":[0.9600408,0.03340393,0.002441148,0.0003474934,0.003421202,0.0003454355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001138026,0.0002520222,0.004226253,0.07377096,0.0005279044,0.00003945762,0.001129849,0.0001370671,0.00008697926,0.001857903,0.003647584,0.9142103],"study_design_scores_gemma":[0.0002059292,0.0006933475,0.04067677,0.6816689,0.0124085,0.001064789,0.008240539,0.0007802004,0.0010334,0.009396898,0.2436311,0.0001994888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002310623,0.9942144,0.0003757582,0.001388619,0.00008158979,0.0001255778,0.0000950013,0.000006547567,0.001401827],"genre_scores_gemma":[0.01456066,0.9824744,0.001761622,0.0006345185,0.00008204026,0.0001441624,0.0000927205,0.000003569452,0.000246294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01541148,"threshold_uncertainty_score":0.0815047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3194928627209815,"score_gpt":0.5285576521134653,"score_spread":0.2090647893924837,"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."}}