{"id":"W4242942931","doi":"10.1002/9780471420194.tnmc09.pub3","title":"Introductory Notes","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Section (typography); Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006855789,0.000234155,0.000623049,0.0001376247,0.00004915657,0.000008996735,0.0001064745,0.0001405626,0.02079083],"category_scores_gemma":[0.0003464593,0.0001740412,0.000141386,0.00002824059,0.0001292267,0.000008667979,0.00008249717,0.0002242185,0.0004073337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001987448,"about_ca_system_score_gemma":0.00008186703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009855748,"about_ca_topic_score_gemma":0.000251582,"domain_scores_codex":[0.999152,0.00001628913,0.0001294591,0.0003047142,0.0002109016,0.000186641],"domain_scores_gemma":[0.9988131,0.00002304071,0.0001752189,0.0008549604,0.00004573586,0.00008794636],"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":[0.0000153623,0.00009545218,0.0001901672,0.0001796706,0.0001977187,0.0001271822,0.00001206141,4.023854e-9,0.00006899412,0.00002975298,0.9603952,0.03868851],"study_design_scores_gemma":[0.0004395064,0.00007949686,0.002471077,0.000426081,0.0002669334,0.00004108378,0.00001155909,0.000001053433,0.00003703097,0.000006183465,0.9960614,0.0001586201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003372843,0.0199993,0.00001014562,0.001612267,0.0008707625,0.0003140423,0.003010243,0.0001963494,0.9736496],"genre_scores_gemma":[0.0005273867,0.001740857,0.001740612,0.0003792215,0.006691785,0.000009975424,0.001438473,0.0002946246,0.9871771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03852989,"threshold_uncertainty_score":0.9801043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04950368212047106,"score_gpt":0.3351238989761267,"score_spread":0.2856202168556556,"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."}}