{"id":"W3108598419","doi":"10.1093/nop/npaa082","title":"Analysis of the quality of meningioma education resources available on the Internet","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Practice","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Readability; The Internet; Quality (philosophy); Medicine; Population; Accountability; Interactivity; Computer science; World Wide Web","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":[0.004045627,0.0002165288,0.0004596839,0.006150567,0.0002658267,0.001288144,0.0003409999,0.0003186618,0.001661706],"category_scores_gemma":[0.04749371,0.0001378464,0.0005635378,0.004055955,0.0002850819,0.001284265,0.0008423995,0.0003846399,0.00030812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000517666,"about_ca_system_score_gemma":0.0005975071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780271,"about_ca_topic_score_gemma":0.0022424,"domain_scores_codex":[0.9959537,0.001448766,0.0008642771,0.0002391233,0.001336868,0.0001572423],"domain_scores_gemma":[0.9223694,0.04463281,0.02025866,0.001706489,0.009504751,0.001528004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004947701,0.0001659486,0.9407234,0.0007699344,0.0002628326,0.0002532902,0.001438458,0.0001921804,0.0006190182,0.00005516015,0.0007485797,0.05427642],"study_design_scores_gemma":[0.00002279094,0.0004657475,0.990424,0.0003289592,0.0003352379,0.0007789796,0.002792188,0.001233145,0.001110766,0.00008446382,0.002395667,0.00002801957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961755,0.0009636768,0.0002823421,0.0001388704,0.000007069362,0.00005317193,0.001061764,0.00003110677,0.001286404],"genre_scores_gemma":[0.9969567,0.0006672015,0.0006740405,0.00003812324,0.00001522896,0.00003798736,0.001344575,0.00001497699,0.0002511969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006150567,"threshold_uncertainty_score":0.02139556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455591670394091,"score_gpt":0.4981847620404578,"score_spread":0.3526255950010486,"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."}}