{"id":"W4406415359","doi":"10.1016/j.ypat.2015.07.007","title":"10.1016/j.ypat.2015.07.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; H&E stain; Surgical pathology; Stain; Pathology; Staining","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":[0.0004754299,0.001053866,0.0004519904,0.001801989,0.000960063,0.002253512,0.001024065,0.002844385,0.8655804],"category_scores_gemma":[0.001090377,0.000432495,0.0007044083,0.0008314486,0.0008994653,0.002239707,0.00118606,0.001435269,0.7986252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008203665,"about_ca_system_score_gemma":0.001003469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242911,"about_ca_topic_score_gemma":0.002272203,"domain_scores_codex":[0.9997165,0.0000250416,0.00002696042,0.00008311423,0.00007255709,0.00007586627],"domain_scores_gemma":[0.9993058,0.0001374777,0.00009744267,0.0000454931,0.0001213432,0.0002923887],"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":[0.0004018318,0.0003390246,0.01570491,0.0006237335,0.00006767829,0.001944517,0.0001330144,0.0004131104,0.001449025,0.005690307,0.2290809,0.7441519],"study_design_scores_gemma":[0.00007924139,0.0001527429,0.01043282,0.001149087,0.0000763954,0.01807384,0.0004391211,0.0004362433,0.0009023767,0.006283093,0.9619342,0.00004092654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01111713,0.01318148,0.002932771,0.007194913,0.002573369,0.0001193795,0.003016684,0.001333878,0.9585304],"genre_scores_gemma":[0.0356116,0.008002784,0.003290329,0.002585351,0.001310438,0.0001065095,0.002907078,0.0004034502,0.9457824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1344196,"threshold_uncertainty_score":0.1917333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185755606779737,"score_gpt":0.2289699064584574,"score_spread":0.21711235039066,"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."}}