{"id":"W4406489358","doi":"10.1016/j.ypat.2015.06.039","title":"10.1016/j.ypat.2015.06.039","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pathology; Series (stratigraphy); Surgical pathology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005662817,0.0009940549,0.0004986542,0.001553946,0.0009119588,0.002790947,0.0009773085,0.003106374,0.8682386],"category_scores_gemma":[0.001580036,0.0003913519,0.0006740042,0.0007386084,0.0008329889,0.001901847,0.001098091,0.001450948,0.791808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009651892,"about_ca_system_score_gemma":0.00132901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002872714,"about_ca_topic_score_gemma":0.002689195,"domain_scores_codex":[0.9997187,0.00002551146,0.00002417059,0.0000810054,0.0000748439,0.00007574767],"domain_scores_gemma":[0.999229,0.000156083,0.0001156025,0.00004557823,0.0001342024,0.0003195663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004465654,0.000372327,0.01309014,0.0005610139,0.00006202622,0.000823278,0.0001451641,0.0003440767,0.00101092,0.00513739,0.2805304,0.6974768],"study_design_scores_gemma":[0.0001274906,0.0002154661,0.01184817,0.00129257,0.00009910233,0.007033476,0.0004639773,0.0005259008,0.000801854,0.007761007,0.9697861,0.00004498124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01302375,0.0200145,0.004304827,0.01508914,0.003583217,0.0001740982,0.006380043,0.002329075,0.9351014],"genre_scores_gemma":[0.03923532,0.008259649,0.003337889,0.003540867,0.001342529,0.0001244093,0.003663429,0.0004426567,0.9400532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1317614,"threshold_uncertainty_score":0.1879416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006525152822997086,"score_gpt":0.2092323910611404,"score_spread":0.2027072382381434,"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."}}