{"id":"W3046899776","doi":"10.7759/cureus.9511","title":"Quality of Online Information Regarding Cervical Cancer","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Nurses in Oncology; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Readability; Medicine; Cervical cancer; The Internet; Social media; Quality (philosophy); Information quality; Health information; Health care; Online search; Cancer; Family medicine; Internet privacy; World Wide Web; Information system; Internal medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008891256,0.00007629928,0.0002385043,0.00002327787,0.0002021973,0.000006193667,0.0001631521,0.0001350238,0.002085609],"category_scores_gemma":[0.001239201,0.00006154619,0.00004831188,0.0002074617,0.00002453052,0.001666549,0.00009199444,0.0003953663,0.0001641966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055368,"about_ca_system_score_gemma":0.000358472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007688763,"about_ca_topic_score_gemma":0.0001382624,"domain_scores_codex":[0.9974813,0.0002862198,0.001703696,0.0000840502,0.0002247603,0.0002199989],"domain_scores_gemma":[0.9983061,0.0001995992,0.0007003536,0.0001962259,0.0004107901,0.0001869346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004745595,0.00009970531,0.8371416,0.007047065,0.00003324332,1.482998e-7,0.0506254,0.0000862122,0.0001616646,0.01388557,0.03553287,0.05491201],"study_design_scores_gemma":[0.001203131,0.00004967452,0.5089456,0.0001547471,0.000006174882,8.102474e-8,0.004985209,0.007869083,0.00007159966,0.0002838715,0.4762807,0.0001500343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381726,0.0002369882,0.01187793,0.01449379,0.0009030179,0.0008793778,0.0007147236,0.0001929028,0.03252869],"genre_scores_gemma":[0.9727811,0.00007303752,0.001511463,0.025097,0.0002971038,0.00003658996,0.0001526694,0.000004541477,0.00004653581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4407479,"threshold_uncertainty_score":0.9988266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1676851667480755,"score_gpt":0.5176011657597377,"score_spread":0.3499159990116622,"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."}}