{"id":"W3086280020","doi":"10.1002/cncr.33163","title":"Intraperitoneal chemotherapy: Hot, timely, and relevant?","year":2020,"lang":"en","type":"letter","venue":"Cancer","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Intraperitoneal chemotherapy; Chemotherapy; Intensive care medicine; Standard of care; Popularity; Randomized controlled trial; Oncology; Internal medicine; Cancer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003292166,0.0004013212,0.0007226975,0.00006564576,0.00009044779,0.00004824655,0.0001273297,0.0005416906,0.001595187],"category_scores_gemma":[0.00001381302,0.00033025,0.0001410566,0.0001398576,0.000276975,0.00005059626,0.00005138158,0.001564616,0.0001244915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000904323,"about_ca_system_score_gemma":0.0002253649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190106,"about_ca_topic_score_gemma":0.000003705595,"domain_scores_codex":[0.9983388,0.0000250488,0.000278261,0.0005621949,0.0003356894,0.0004599929],"domain_scores_gemma":[0.9993736,0.00004067797,0.000109226,0.0002504183,0.00006790965,0.0001582221],"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":[0.0001589388,0.00001200031,0.00009942576,0.0008217234,0.0001679494,0.001597675,0.000210185,4.647047e-8,0.004756775,0.00001927632,0.979905,0.01225099],"study_design_scores_gemma":[0.0007199656,0.0002274896,0.0003538346,0.0004808077,0.0001994689,0.0002263198,0.00002095061,0.00003337405,0.002882322,0.00008166415,0.9944065,0.0003673168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01092979,0.005790183,0.000004205208,0.9782317,0.0006567475,0.0004667454,0.0001365532,0.0001653187,0.003618725],"genre_scores_gemma":[0.002696942,0.003943478,0.0002276749,0.9697385,0.01251779,0.00009883348,0.0001781332,0.0001211617,0.01047747],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01450147,"threshold_uncertainty_score":0.9999149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745383424730894,"score_gpt":0.2651325941431537,"score_spread":0.2476787598958448,"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."}}