{"id":"W3037810012","doi":"10.17269/s41997-020-00363-w","title":"Assessing the reading level of online resources on COVID-19","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Reading (process); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Computer science; Political science; Medicine; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00165061,0.0003390142,0.0004387067,0.003659022,0.000513007,0.002009472,0.0004535585,0.0005364246,0.01397297],"category_scores_gemma":[0.01785487,0.0002104915,0.0004787844,0.001546908,0.0002666622,0.001111666,0.001253426,0.0006241933,0.003028304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007968245,"about_ca_system_score_gemma":0.0009112235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02251814,"about_ca_topic_score_gemma":0.03991164,"domain_scores_codex":[0.9984097,0.0002646235,0.0002245663,0.0001360342,0.000778153,0.0001867852],"domain_scores_gemma":[0.9838703,0.00655092,0.002653154,0.0005253993,0.004941525,0.001458696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005704231,0.001695977,0.8654859,0.0003902499,0.0001151136,0.0002896437,0.01009777,0.0002122624,0.002102461,0.0004625389,0.007778797,0.1107989],"study_design_scores_gemma":[0.00001778689,0.0005341804,0.9872708,0.0001380477,0.00004722065,0.0001794239,0.004024048,0.0004124539,0.001027197,0.0002112171,0.00610821,0.00002946553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724519,0.0001697131,0.0002497645,0.000096834,0.00002103417,0.0001202359,0.001539796,0.00006235138,0.02528851],"genre_scores_gemma":[0.9773028,0.0003322181,0.001856136,0.00014651,0.00002835884,0.0002100721,0.003155703,0.00003894194,0.0169293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9774818,"threshold_uncertainty_score":0.04674423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.542992404248213,"score_gpt":0.5447330209252492,"score_spread":0.001740616677036178,"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."}}