{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001343899,0.000142899,0.0003423292,0.00009681591,0.003760994,0.00005546577,0.0002867678,0.0002413134,0.0008640395],"category_scores_gemma":[0.001839715,0.0001224399,0.00003549544,0.00004754703,0.000158405,0.0007472164,0.0003382583,0.0006629578,0.0001905336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008544364,"about_ca_system_score_gemma":0.0001629592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007961208,"about_ca_topic_score_gemma":0.000814432,"domain_scores_codex":[0.9974431,0.0005947555,0.001060487,0.0002980265,0.0001095725,0.00049399],"domain_scores_gemma":[0.9970442,0.0005103246,0.001221743,0.0007702055,0.0002479879,0.0002055629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004599586,0.00006810797,0.9814836,0.0002931861,0.000013788,0.000003242167,0.002583097,2.234036e-7,0.000009367492,0.000382309,0.009601544,0.005515511],"study_design_scores_gemma":[0.0007222618,0.0000308503,0.6392593,0.0002141294,0.000007948313,0.000007169378,0.001905949,0.0006210831,0.000005429913,0.0002612746,0.3568557,0.0001089375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661911,0.0001681393,0.0001293516,0.01119178,0.0006804247,0.0006545802,0.000106598,0.00009069675,0.02078735],"genre_scores_gemma":[0.9791124,0.0001632287,0.00461153,0.01336561,0.0002408626,0.0001414329,0.0001638806,0.00001788135,0.002183155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472542,"threshold_uncertainty_score":0.9975359,"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."}}