{"id":"W4406501250","doi":"10.1016/j.ysur.2014.03.011","title":"10.1016/j.ysur.2014.03.011","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid cancer; Transplantation; Cancer; Cancer recurrence; Oncology; Surgery; Internal medicine","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":[0.00005088659,0.0001195312,0.0002089819,0.00004648717,0.00003719948,0.00001434358,0.00005191023,0.00004125562,0.9986725],"category_scores_gemma":[0.000009819748,0.00009885889,0.00008190635,0.00009993,0.00001851036,0.00002906406,0.0000147187,0.00005934524,0.9967578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008931958,"about_ca_system_score_gemma":0.00003943728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001199754,"about_ca_topic_score_gemma":9.087983e-7,"domain_scores_codex":[0.9992858,0.00001162564,0.000130166,0.0002084547,0.0001595716,0.0002043995],"domain_scores_gemma":[0.9994354,0.00003119008,0.00001628233,0.000289687,0.00003131824,0.0001960801],"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":[0.000114013,0.0001791868,0.000006421934,0.000005975077,0.00004336924,0.00002590495,0.00001181377,0.000004993503,0.00001150395,4.580945e-7,0.5121217,0.4874746],"study_design_scores_gemma":[0.0009011435,0.0005231072,0.001525762,0.00004752161,0.00009886437,0.00002153713,5.307598e-7,0.00001588382,0.0003332894,0.00000236554,0.996428,0.0001020458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003640618,0.0003820281,8.180802e-8,0.001622252,0.000001785247,0.0002867925,0.00001566998,0.00009043298,0.9939603],"genre_scores_gemma":[0.00147042,0.000004720072,0.00007706173,0.0001947715,0.0001986498,0.00006367002,0.00002733728,0.00002398657,0.9979394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4873725,"threshold_uncertainty_score":0.4031349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007349059639861362,"score_gpt":0.2024019887408098,"score_spread":0.1950529291009485,"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."}}