{"id":"W4386031913","doi":"10.3390/app13169453","title":"HIPPP: Health Information Portal for Patients and Public","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Science Foundation Ireland","keywords":"Computer science; Domain (mathematical analysis); The Internet; World Wide Web; Misinformation; Context (archaeology); Quality (philosophy); Public domain; Pipeline (software); Health care; Internet privacy; Knowledge management; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649232,0.0005660249,0.0004275134,0.001060716,0.0003988477,0.002273832,0.001092534,0.001209561,0.05847808],"category_scores_gemma":[0.00531463,0.0003428854,0.0004743749,0.001108508,0.0002714239,0.002931228,0.00355601,0.001038199,0.02065931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004255978,"about_ca_system_score_gemma":0.001155583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000675331,"about_ca_topic_score_gemma":0.0005740835,"domain_scores_codex":[0.9992428,0.0002948457,0.00007121909,0.00007754461,0.0002519875,0.00006172639],"domain_scores_gemma":[0.9974853,0.001184439,0.000164856,0.0004865728,0.0002618234,0.0004169965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001161717,0.0005216968,0.006723559,0.001351384,0.00009007976,0.001087272,0.001992767,0.004324454,0.006970969,0.0303084,0.6555188,0.289949],"study_design_scores_gemma":[0.0004375043,0.0002654075,0.005998631,0.0002182893,0.00004762203,0.0008432493,0.0004961426,0.02131727,0.00600763,0.02420142,0.9400675,0.00009927092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.02862576,0.0009303936,0.3233065,0.006753689,0.0005272315,0.003272664,0.08661879,0.4070953,0.1428697],"genre_scores_gemma":[0.3317947,0.002967415,0.3491443,0.004935734,0.0007496271,0.004119518,0.1673635,0.03276642,0.1061587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05847808,"threshold_uncertainty_score":0.1956287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0827955988575386,"score_gpt":0.4474485601373767,"score_spread":0.364652961279838,"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."}}