{"id":"W4207016578","doi":"10.1097/gox.0000000000004050","title":"Readability and Quality Assessment of Online Materials for Syndactyly Release","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Readability; Syndactyly; Quality assessment; Reading (process); Quality (philosophy); Online assessment; Health care; Health professionals","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":[0.01124753,0.0003994929,0.0007734502,0.007493329,0.0003144406,0.001487434,0.000480278,0.0004187677,0.003165988],"category_scores_gemma":[0.05163705,0.0001691004,0.001136793,0.002903252,0.0004285376,0.001299932,0.0009450268,0.0004742639,0.0006453383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555135,"about_ca_system_score_gemma":0.0005680897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008681084,"about_ca_topic_score_gemma":0.001569648,"domain_scores_codex":[0.9927084,0.002158037,0.00150379,0.0003971673,0.00305345,0.0001792322],"domain_scores_gemma":[0.9180389,0.04591068,0.01814332,0.002129056,0.01452013,0.001257938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001676075,0.0008391713,0.783519,0.002451303,0.0004966625,0.0004733581,0.006384435,0.0006749851,0.004533918,0.0002021908,0.00379262,0.1949562],"study_design_scores_gemma":[0.0000478808,0.001186412,0.9868396,0.0004524647,0.0001873278,0.0004917255,0.002460781,0.001162542,0.003077486,0.0001734728,0.003858683,0.00006166773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899066,0.00113603,0.002111403,0.0001487364,0.00004600508,0.0005306792,0.00222,0.0001393757,0.003761203],"genre_scores_gemma":[0.9891163,0.0006548787,0.005745792,0.0000863287,0.00004752797,0.0004071201,0.002387492,0.00005231209,0.001502211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124753,"threshold_uncertainty_score":0.05948335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217073267019376,"score_gpt":0.4815088133196156,"score_spread":0.359801486617678,"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."}}