{"id":"W2052015664","doi":"10.2196/ijmr.3144","title":"Medical Information on the Internet: A Tool for Measuring Consumer Perception of Quality Aspects","year":2015,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; The Internet; Quality (philosophy); Information quality; Medical information; Computer science; Internet privacy; Business; Psychology; World Wide Web; Information retrieval; Information system; Engineering; Neuroscience; Electrical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006456303,0.0004774907,0.0005034073,0.003978846,0.0004447768,0.001164419,0.000412028,0.0007893205,0.003368429],"category_scores_gemma":[0.01827349,0.00035095,0.00101668,0.002526978,0.0005414707,0.001379776,0.000907378,0.0009657453,0.0003804265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006054092,"about_ca_system_score_gemma":0.0004162057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007916673,"about_ca_topic_score_gemma":0.001378615,"domain_scores_codex":[0.99603,0.001747998,0.0005907072,0.0001542141,0.001322656,0.0001544029],"domain_scores_gemma":[0.975942,0.01414368,0.005561513,0.0007188989,0.002861413,0.0007724997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001791528,0.002357623,0.9094647,0.0006606788,0.0003631214,0.0001594052,0.006125059,0.0005075164,0.004084219,0.0004962746,0.001736318,0.07225349],"study_design_scores_gemma":[0.00009949954,0.001626231,0.9910617,0.00008611164,0.00009853983,0.0001711943,0.002550919,0.002222025,0.0007536273,0.0002509647,0.001042401,0.00003681171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929566,0.0001227702,0.001738384,0.0001026477,0.0000206937,0.001046733,0.0005499241,0.00003831453,0.003423866],"genre_scores_gemma":[0.985464,0.0001685077,0.01158632,0.00007485611,0.00002398592,0.001657306,0.0004825489,0.000009349989,0.0005331479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006456303,"threshold_uncertainty_score":0.03414458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3658104280161801,"score_gpt":0.617627071864746,"score_spread":0.2518166438485659,"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."}}