{"id":"W2105866674","doi":"10.1001/archotol.128.11.1269","title":"Patient Education and Informed Consent in Head and Neck Surgery","year":2002,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Recall; Intervention (counseling); Checklist; Informed consent; Randomized controlled trial; Patient education; Surgery; Physical therapy; Family medicine; Nursing; Psychology; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000217638,0.0002745179,0.0009698857,0.0007208267,0.00009441229,0.00001545224,0.00003288842,0.0001491267,0.00004181295],"category_scores_gemma":[0.0005908907,0.0002524932,0.0001361033,0.0001998026,0.0005209263,0.0001680554,0.00007743124,0.0002719021,0.000006903813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001249629,"about_ca_system_score_gemma":0.0003482322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000184651,"about_ca_topic_score_gemma":0.0001684773,"domain_scores_codex":[0.9980537,0.0001731818,0.0007688461,0.0004077089,0.0001386243,0.0004579931],"domain_scores_gemma":[0.9943972,0.004790413,0.0002045755,0.0002651033,0.00002992381,0.0003127906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004688595,0.0005168166,0.9603869,0.0004806955,0.00004844983,0.0001044943,0.001878692,2.747636e-7,0.001380278,0.00009412465,0.005123516,0.02951696],"study_design_scores_gemma":[0.000639515,0.0002113361,0.9899778,0.0008693967,0.00002754764,0.000815784,0.0001681176,0.00009125272,0.0003978069,0.0001677345,0.006394611,0.0002391315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791043,0.0162217,0.000001774905,0.001168807,0.0002842729,0.000343847,0.0000124115,0.00003114624,0.002831766],"genre_scores_gemma":[0.9825918,0.01562152,0.0002225928,0.001137103,0.00007572637,0.00004131006,0.0000580648,0.00002278922,0.0002290743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02959092,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823343504473308,"score_gpt":0.2724154973443702,"score_spread":0.2441820622996371,"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."}}