{"id":"W4234150380","doi":"10.1089/thy.2016.29027.abstracts","title":"Short Call Abstracts","year":2016,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; University of Alberta","funders":"","keywords":"Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00006081464,0.0001057544,0.0001652214,0.00003436922,0.00002720136,0.000006351801,0.00004705965,0.00004559,0.0002002712],"category_scores_gemma":[0.00002076475,0.00005810297,0.00007572682,0.00004641929,0.0000367111,0.00004583197,0.00001851551,0.00004464865,0.0007716183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185426,"about_ca_system_score_gemma":0.00003926744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000302044,"about_ca_topic_score_gemma":0.00001559074,"domain_scores_codex":[0.9992744,0.000007036119,0.0001500435,0.0001909996,0.0001653216,0.0002122341],"domain_scores_gemma":[0.9994562,0.00004252787,0.00002120498,0.0002836713,0.0000339482,0.0001624596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004214958,0.001177484,0.1592118,0.00004583759,0.0003615019,0.0007004752,0.0002026425,0.00000204131,0.2115638,0.001346069,0.1753721,0.4495947],"study_design_scores_gemma":[0.001861741,0.0004720535,0.8404467,0.0001075355,0.00009864388,0.00007385933,0.000009776831,7.390886e-7,0.08659215,0.0001666767,0.07003011,0.0001400213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538918,0.00137506,0.00004112651,0.005675948,0.0001468296,0.0002194653,0.00001443383,0.0001131182,0.03852225],"genre_scores_gemma":[0.9943275,0.0005035666,0.0002083527,0.000485052,0.0002193926,0.0000399095,0.000004955282,0.00001839307,0.00419292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6812348,"threshold_uncertainty_score":0.9917849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858062213799739,"score_gpt":0.2765942300835562,"score_spread":0.2580136079455588,"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."}}