{"id":"W2276962255","doi":"10.1186/s40463-016-0130-x","title":"Decisional conflict in patients considering diagnostic thyroidectomy with indeterminate fine needle aspirate cytopathology","year":2016,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Indeterminate; Cytopathology; Thyroidectomy; Thyroid nodules; Interquartile range; Nodule (geology); Fine-needle aspiration; General surgery; Thyroid cancer; Gold standard (test); Thyroid; Radiology; Surgery; Cytology; Internal medicine; Pathology; Biopsy","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":[0.002129302,0.0002099107,0.0003832713,0.0006663263,0.001506788,0.001651824,0.0004400162,0.0005981142,0.002003063],"category_scores_gemma":[0.0247545,0.0002043001,0.0003234932,0.0008886297,0.0006923302,0.0007221018,0.001082267,0.001249586,0.0001701692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000863503,"about_ca_system_score_gemma":0.001032462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511218,"about_ca_topic_score_gemma":0.001988125,"domain_scores_codex":[0.9970493,0.001451575,0.0003595508,0.0001783601,0.0005653351,0.0003960207],"domain_scores_gemma":[0.9847616,0.00706395,0.005494905,0.0001962555,0.0005536667,0.001929602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002256556,0.0001285751,0.9849968,0.00005005797,0.00004823481,0.002194723,0.003926082,0.0001594991,0.0001406042,0.0001301279,0.0005650631,0.007434563],"study_design_scores_gemma":[0.00009871981,0.001268144,0.9113303,0.0002643449,0.0001295308,0.0291344,0.04693379,0.004191289,0.0005649602,0.001832374,0.00413306,0.0001190457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984749,0.0003322271,0.00007840018,0.0004174977,0.00001320157,0.00001129372,0.00002875544,0.000001946202,0.0006418449],"genre_scores_gemma":[0.9997205,0.00006446116,0.00006965036,0.00008691248,0.00001020188,0.000004209296,0.00001922253,5.574054e-7,0.00002413969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002129302,"threshold_uncertainty_score":0.01126099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09226389737098148,"score_gpt":0.3485546980894526,"score_spread":0.2562908007184711,"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."}}