{"id":"W2997061028","doi":"10.1002/9780471420194.tnmc36.pub2","title":"Fallopian Tube","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Lymph node metastasis; Stage (stratigraphy); Metastasis; Medicine; Lymph node; Lymph; Pathology; Cancer; Internal medicine; Biology","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":[0.00008519831,0.0002261745,0.0004481447,0.0002019621,0.00002241032,0.00001251591,0.0001468154,0.0003828834,0.03860349],"category_scores_gemma":[0.0002849961,0.0001798882,0.0001134481,0.0000920378,0.0001112303,0.000007844821,0.0000490218,0.001449365,0.0003301983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001799895,"about_ca_system_score_gemma":0.0001117996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001991053,"about_ca_topic_score_gemma":0.0001485734,"domain_scores_codex":[0.999009,0.00001535008,0.0001810307,0.0002895321,0.0002549297,0.0002501914],"domain_scores_gemma":[0.9991689,0.00002677007,0.00009903574,0.0004435842,0.00002190674,0.0002398275],"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":[0.000007493893,0.000121963,0.0003187199,0.0001181463,0.0000693507,0.0001316912,0.00001459963,1.344733e-7,0.000247086,0.0001169076,0.9484926,0.05036133],"study_design_scores_gemma":[0.0006564372,0.00005096377,0.0005341897,0.0004540301,0.00009458017,0.0001052026,0.000005248265,0.0006988164,0.00000500493,0.00002570062,0.9971941,0.0001757255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002864935,0.0005700462,0.0002324808,0.005285491,0.0009759337,0.0002696643,0.0003594155,0.000516482,0.991504],"genre_scores_gemma":[0.0001053632,0.0002439881,0.01996782,0.003059233,0.003819523,0.000006065016,0.002233727,0.0005766357,0.9699876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0501856,"threshold_uncertainty_score":0.9622754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009454986042878229,"score_gpt":0.3072180185511585,"score_spread":0.2977630325082803,"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."}}