{"id":"W2910634035","doi":"10.7759/cureus.3877","title":"Poor Readability of Online Patient Resources Regarding Sentinel Lymph Node Biopsy for Melanoma","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Readability; Medicine; Sentinel lymph node; Reading (process); Biopsy; Melanoma; Grade level; Medical physics; Radiology; Cancer; Computer science; Mathematics education; Internal medicine","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":[0.003787657,0.0002374654,0.0005074689,0.00505906,0.0002429698,0.001798763,0.0004207759,0.0004371148,0.004595342],"category_scores_gemma":[0.04414336,0.0001038506,0.0006213949,0.002320139,0.0003774481,0.002072162,0.00108169,0.000477694,0.0007731373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003180229,"about_ca_system_score_gemma":0.0003563469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637927,"about_ca_topic_score_gemma":0.002661006,"domain_scores_codex":[0.9968091,0.001097158,0.0007387389,0.0002023014,0.0009765184,0.0001761494],"domain_scores_gemma":[0.9370967,0.04257618,0.0134466,0.00122646,0.004774049,0.0008800109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006932672,0.0002026181,0.8245977,0.003194586,0.0003190026,0.0004210092,0.003502851,0.0003995661,0.003046092,0.0002797211,0.003478351,0.1598653],"study_design_scores_gemma":[0.00001563296,0.0003509109,0.9862423,0.0007774266,0.0001858652,0.0009649801,0.002883753,0.0009034675,0.002015653,0.0005259752,0.005099726,0.0000344644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831408,0.003350091,0.001283367,0.0008568406,0.00004636336,0.0001054966,0.003039798,0.0001447798,0.008032399],"genre_scores_gemma":[0.994409,0.001248964,0.001482063,0.0002079721,0.00004927166,0.00004186008,0.001775794,0.00002890844,0.0007560711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00505906,"threshold_uncertainty_score":0.02003127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04290342152365363,"score_gpt":0.3970939174049132,"score_spread":0.3541904958812596,"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."}}