{"id":"W2502028426","doi":"10.1080/14737140.2016.1222274","title":"Quality indicators for thyroid cancer surgery: current perspective","year":2016,"lang":"en","type":"review","venue":"Expert Review of Anticancer Therapy","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Thyroid cancer; Thyroglobulin; Intensive care medicine; Thyroid; Cancer; Population; General surgery; Internal medicine; Environmental health","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":[0.008428422,0.001119242,0.002566754,0.005443177,0.0003023988,0.0026409,0.001617275,0.001816152,0.004610684],"category_scores_gemma":[0.02677141,0.0003703331,0.002668628,0.007057324,0.0008862105,0.002038378,0.001047458,0.002756775,0.0006241799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004174998,"about_ca_system_score_gemma":0.007434053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009146776,"about_ca_topic_score_gemma":0.009280193,"domain_scores_codex":[0.9955166,0.00181221,0.0007866847,0.0003701089,0.00134445,0.0001699883],"domain_scores_gemma":[0.9767252,0.01501422,0.003366372,0.0002252067,0.004328443,0.0003406394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001695086,0.00004647092,0.001787578,0.1829942,0.001488584,0.00006564322,0.000193714,0.0007763767,0.0001340714,0.01294113,0.06267819,0.7367246],"study_design_scores_gemma":[0.00009958239,0.00017431,0.009140007,0.3440346,0.003064669,0.0005680476,0.0004015684,0.000837546,0.0002113967,0.01092778,0.6304318,0.0001088823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000700953,0.9953436,0.0001411847,0.00365791,0.0003175884,0.00001060605,0.00008511074,0.000004788778,0.0003690425],"genre_scores_gemma":[0.002412648,0.9957216,0.0004445907,0.0008793263,0.0003652727,0.00002468163,0.00007658626,0.000002061113,0.00007327132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009146776,"threshold_uncertainty_score":0.04457432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136094183928194,"score_gpt":0.5061359116948141,"score_spread":0.3925264933019947,"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."}}