{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000751667,0.00112621,0.001132613,0.001754698,0.001449859,0.005008261,0.001890241,0.002815044,0.9181551],"category_scores_gemma":[0.004725787,0.0004408573,0.000868031,0.001414371,0.0004153811,0.002748511,0.003154984,0.002443969,0.8727299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111499,"about_ca_system_score_gemma":0.001827285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106959,"about_ca_topic_score_gemma":0.001810678,"domain_scores_codex":[0.9990656,0.0001124849,0.00008902963,0.0002120737,0.000424554,0.00009621838],"domain_scores_gemma":[0.9958552,0.0005034333,0.0001472264,0.000384369,0.001501903,0.001607958],"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":[0.00003371362,0.00002810138,0.00008583767,0.0001393401,0.000002513011,0.00008527093,0.00001573312,0.00001866364,0.0001580158,0.000625921,0.9360718,0.06273515],"study_design_scores_gemma":[0.000008257411,0.00001262518,0.0002022063,0.00005641614,0.000001325942,0.00008228188,0.00003378368,0.0000206335,0.00005567407,0.0003786761,0.9991437,0.000004319143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006731307,0.002376287,0.001812767,0.01131758,0.03810544,0.0004944101,0.00738356,0.00320826,0.9346285],"genre_scores_gemma":[0.001340581,0.0007693355,0.0004675606,0.003011958,0.004503263,0.0001070709,0.002419513,0.0007208704,0.9866598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08184493,"threshold_uncertainty_score":0.1167418,"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."}}