{"id":"W2955638704","doi":"10.1001/jamaoncol.2019.1867","title":"Looking Forward, Not Backward, on Watch and Wait for Rectal Cancer","year":2019,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; MEDLINE; Neurology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001842184,0.0001697642,0.000513385,0.00005488862,0.00004769102,0.00001338396,0.00006067928,0.0002493504,0.0007034584],"category_scores_gemma":[0.0001123383,0.000132964,0.0001211528,0.00009579723,0.00005519786,0.00005772154,0.00005957254,0.0002172793,0.000125278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006629974,"about_ca_system_score_gemma":0.000186055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001731695,"about_ca_topic_score_gemma":0.0001602724,"domain_scores_codex":[0.9988117,0.00004245906,0.0002069317,0.0004172878,0.0001675864,0.0003540732],"domain_scores_gemma":[0.9989368,0.0005420632,0.00008052169,0.000194229,0.00009037326,0.0001560659],"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":[0.02202865,0.0006584655,0.1764206,0.0003116606,0.0006200498,0.0002348462,0.000955119,0.0000243963,0.00765694,0.0009982059,0.01530176,0.7747893],"study_design_scores_gemma":[0.01808584,0.01099916,0.114684,0.000198541,0.0002596411,0.0001536405,0.0001476081,0.0006165816,0.01250183,0.0003337585,0.8417212,0.0002981962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563364,0.0001968208,0.00001331801,0.01330443,0.0008209568,0.001148913,0.00003917706,0.00005043092,0.02808958],"genre_scores_gemma":[0.9880596,0.000169714,0.0005644505,0.003726448,0.0004086801,0.0003607602,0.00002185062,0.0000332092,0.006655313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8264194,"threshold_uncertainty_score":0.7702376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432807368789053,"score_gpt":0.345970239144727,"score_spread":0.3216421654568365,"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."}}