{"id":"W4406562989","doi":"10.1016/j.bjorlp.2017.03.023","title":"10.1016/j.bjorlp.2017.03.023","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Papillary thyroid cancer; Medicine; Granular cell tumor; Thyroid cancer; Cancer; Pathology; Internal medicine; Immunohistochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009118826,0.0001164925,0.0002422148,0.00004543217,0.00005177933,0.00001470904,0.00008415721,0.00006602972,0.9986641],"category_scores_gemma":[0.00008870027,0.00008621935,0.00007627598,0.000152822,0.00003859442,0.00003282298,0.00002539178,0.0001184754,0.9959918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003967867,"about_ca_system_score_gemma":0.00003335935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000179278,"about_ca_topic_score_gemma":1.576296e-7,"domain_scores_codex":[0.9992044,0.00002062516,0.0001550617,0.0002026169,0.0001684794,0.0002487942],"domain_scores_gemma":[0.9993909,0.00005677526,0.00001924698,0.0002371776,0.00003879264,0.0002571129],"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":[0.0002820773,0.0001167505,0.000001574386,0.000007197574,0.00000483037,0.0002346065,0.000005301448,0.000003897947,0.00005935802,0.000001221825,0.5599106,0.4393726],"study_design_scores_gemma":[0.000539589,0.001021732,0.001285799,0.0000280667,0.00003898429,0.000152568,0.000001199805,0.00003281745,0.0001066937,0.000008411585,0.9966682,0.0001159262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008220588,0.0001122042,2.137249e-7,0.001057524,0.000001534051,0.0002102961,0.00001105738,0.0001470307,0.9902396],"genre_scores_gemma":[0.002166227,5.26967e-7,0.0001639903,0.0004122768,0.0003412816,0.00001571508,0.00001711981,0.00001590733,0.9968669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4392567,"threshold_uncertainty_score":0.3515923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579817123651692,"score_gpt":0.227090949738704,"score_spread":0.2112927785021871,"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."}}