{"id":"W2148030185","doi":"10.1002/hed.23631","title":"Summary of proceedings of the second World Congress on Thyroid Cancer","year":2014,"lang":"en","type":"editorial","venue":"Head & Neck","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Thyroid; Thyroid cancer; General surgery; Malignancy; Radioactive iodine; Oncology; Medical physics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001398318,0.0003519104,0.001012978,0.0001296601,0.00004609758,0.00001297255,0.000249673,0.0003333083,0.0004095076],"category_scores_gemma":[0.00009720945,0.0002217178,0.0003188681,0.0002269333,0.0001547799,0.00003304137,0.00007860661,0.0006125938,0.00001035768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795643,"about_ca_system_score_gemma":0.0004675026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004051999,"about_ca_topic_score_gemma":0.001962739,"domain_scores_codex":[0.9979157,0.00001588143,0.0004997851,0.0004277507,0.0008542804,0.0002865649],"domain_scores_gemma":[0.9981751,0.0002657787,0.0005814659,0.0004031014,0.0004615076,0.000113004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004805402,0.0003178451,0.006690949,0.001667004,0.0002876939,0.000003246877,0.00006630316,6.597199e-7,0.0004687951,0.000125849,0.9892169,0.0006742594],"study_design_scores_gemma":[0.002803199,0.0008264041,0.005914776,0.005351885,0.0003939558,0.000001066096,0.00001113273,0.000001438118,0.01855598,0.00003361136,0.9659359,0.0001706753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1300323,0.006519808,2.933896e-8,0.001259634,0.8285177,0.001338724,0.001100482,0.00003929373,0.031192],"genre_scores_gemma":[0.0903161,0.002335897,0.00003363747,0.0006515022,0.7849028,0.0006142777,0.0001453336,0.0001762806,0.1208242],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08963221,"threshold_uncertainty_score":0.904139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214059333863537,"score_gpt":0.2890556387494571,"score_spread":0.2769150454108217,"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."}}