{"id":"W4406648643","doi":"10.1016/b978-2-294-76306-9.50875-9","title":"10.1016/b978-2-294-76306-9.50875-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001073932,0.000502633,0.0009192674,0.0002341271,0.0001320277,0.00001143241,0.0001808286,0.000489041,0.995755],"category_scores_gemma":[0.00003021753,0.0004594391,0.0002876573,0.00004860755,0.0001967627,0.00004484792,0.0001594751,0.0005620467,0.9964868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135958,"about_ca_system_score_gemma":0.0001167006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005174238,"about_ca_topic_score_gemma":5.153474e-7,"domain_scores_codex":[0.9983839,0.00001626417,0.0003887973,0.0005274299,0.0002966105,0.0003869964],"domain_scores_gemma":[0.998888,0.00009842216,0.00009931248,0.0005300687,0.0001031004,0.0002811372],"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":[0.0008427936,0.0001041288,1.039062e-7,0.00005240343,0.0005263929,0.0006168964,0.00002588358,9.911541e-7,0.000004953939,0.00004379918,0.6088088,0.3889729],"study_design_scores_gemma":[0.0006899498,0.002344655,0.00001526832,0.0001879738,0.0006216864,0.0002743745,9.725222e-7,0.000001197335,0.00000737627,0.0002318483,0.9951869,0.0004378098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005093585,0.001586244,1.046717e-7,0.001239614,0.000008939343,0.0006091434,0.00009030983,0.0001891893,0.9962714],"genre_scores_gemma":[0.0000039039,0.000005559303,0.00008008185,0.0003120913,0.0009501357,0.00003330087,0.0001354225,0.0001018302,0.9983777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3885351,"threshold_uncertainty_score":0.9997857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398864318435671,"score_gpt":0.2102656623088675,"score_spread":0.1962770191245108,"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."}}