{"id":"W4406413989","doi":"10.1016/j.ypat.2015.07.035","title":"10.1016/j.ypat.2015.07.035","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; Cancer; Antibody; Internal medicine; Immunology","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":[0.0000464568,0.000120308,0.0002080936,0.00004569317,0.00003782205,0.00001501115,0.00005235752,0.00004232825,0.9985927],"category_scores_gemma":[0.00001079398,0.00009967314,0.00007990544,0.0001083709,0.0000179975,0.00003001011,0.0000153292,0.0000614965,0.9962533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033952,"about_ca_system_score_gemma":0.00004291451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001108436,"about_ca_topic_score_gemma":7.772541e-7,"domain_scores_codex":[0.9992765,0.00001109096,0.0001318171,0.0002064411,0.0001668551,0.0002072807],"domain_scores_gemma":[0.9994245,0.00002790535,0.00001635436,0.0002926651,0.00003211337,0.0002065232],"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":[0.000116494,0.0001827288,0.000004047148,0.000005884678,0.00004438976,0.00002882959,0.00001338133,0.000005166222,0.000009085338,3.955517e-7,0.4704731,0.5291165],"study_design_scores_gemma":[0.0009926069,0.0005382947,0.0009312,0.00005765677,0.0001050778,0.0000241135,7.964339e-7,0.0000213294,0.0002810509,0.000002497361,0.9969423,0.0001030089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002878274,0.0004393963,1.08622e-7,0.00268995,0.000001894349,0.0002993869,0.00001756369,0.00008772703,0.9935857],"genre_scores_gemma":[0.001669086,0.000003807081,0.00007800723,0.0001979741,0.0002141003,0.00007318529,0.00002890705,0.00002305921,0.9977119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5290135,"threshold_uncertainty_score":0.4064552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007461200711745584,"score_gpt":0.2150929164205716,"score_spread":0.207631715708826,"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."}}