{"id":"W4247909580","doi":"10.1038/labinvest.2016.167","title":"Endocrine Pathology","year":2017,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Pathology; Medicine; Endocrine system; Internal medicine; Hormone","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":[0.00008433541,0.0001009511,0.0001597111,0.00007557463,0.0002675614,0.00005866499,0.0001600106,0.000009343535,0.00009464794],"category_scores_gemma":[0.001473568,0.00009204922,0.00002622215,0.00008075694,0.0003990514,0.0003539012,0.00007155547,0.000202558,0.000200534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003504199,"about_ca_system_score_gemma":0.0001657023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001392308,"about_ca_topic_score_gemma":0.00001743333,"domain_scores_codex":[0.9990761,0.0000560848,0.0001507835,0.0002370554,0.0002351242,0.0002448754],"domain_scores_gemma":[0.9986781,0.00002802783,0.0001246021,0.0007278306,0.0002165382,0.0002249361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009323131,0.00006272736,0.4134508,0.0001360155,0.00002283049,0.007526764,0.00007344042,0.000002319458,0.5635225,0.007373545,0.005659269,0.002076587],"study_design_scores_gemma":[0.001684238,0.0003774559,0.3672238,0.00006305597,0.00003032684,0.0007270278,0.00004836062,0.00006224235,0.574163,0.004584599,0.05086262,0.0001731997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876885,0.00007889789,0.00001068079,0.00746867,0.0002070645,0.0002506255,0.00001347748,0.0001069115,0.004175155],"genre_scores_gemma":[0.9956291,0.00003974187,0.001661775,0.001338099,0.0002144957,0.00003967781,0.00001897322,0.00002046527,0.001037655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04622701,"threshold_uncertainty_score":0.3753658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332461558053002,"score_gpt":0.3409944562956779,"score_spread":0.3076698407151479,"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."}}