{"id":"W2588050836","doi":"10.1177/0194599817692529","title":"Online Tonsillectomy Resources: Are Parents Getting Consistent and Readable Recommendations?","year":2017,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"Agency for Healthcare Research and Quality","keywords":"Readability; Tonsillectomy; Perioperative; Consistency (knowledge bases); The Internet; Medicine; Psychosocial; Medical education; Proxy (statistics); Grade level; Content analysis; Psychology; Family medicine; Computer science; World Wide Web; Surgery; Mathematics education","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":[0.008478655,0.0002477749,0.0004221888,0.0006996992,0.0003872793,0.001754138,0.0004640453,0.0009265243,0.00220686],"category_scores_gemma":[0.1217946,0.0003225626,0.0003008652,0.0008848149,0.000556385,0.002607966,0.0008742356,0.000772522,0.0003734517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776167,"about_ca_system_score_gemma":0.001054465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984313,"about_ca_topic_score_gemma":0.003937552,"domain_scores_codex":[0.992628,0.003642026,0.001063169,0.0004638935,0.001741552,0.0004612832],"domain_scores_gemma":[0.9135817,0.04891798,0.02737436,0.001947645,0.006295029,0.001883296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002241188,0.0003044188,0.9065545,0.0003978107,0.00006923146,0.0003109546,0.009905551,0.0001030667,0.0002910698,0.00007885517,0.00124972,0.0805107],"study_design_scores_gemma":[0.0000287422,0.0007162921,0.9732862,0.0006272896,0.0001122929,0.0006395213,0.02068323,0.0004833696,0.0005471777,0.0001864272,0.002652535,0.00003674606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950523,0.001303902,0.0006203181,0.001090143,0.00002443229,0.00005253978,0.0002583486,0.00002576727,0.001572294],"genre_scores_gemma":[0.9975371,0.0007977609,0.00110351,0.0001582561,0.00001723904,0.0000568077,0.0001398666,0.000005384283,0.0001841191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008478655,"threshold_uncertainty_score":0.04483998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08021973465713651,"score_gpt":0.4384967972929018,"score_spread":0.3582770626357653,"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."}}