{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003285135,0.0001995997,0.0002319567,0.0003139694,0.0008335519,0.0009062095,0.0002565114,0.0007554676,0.1875641],"category_scores_gemma":[0.003670892,0.000119378,0.0002959726,0.0002350116,0.0002989692,0.001309963,0.0007059708,0.001328753,0.05529911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662932,"about_ca_system_score_gemma":0.0006294147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431188,"about_ca_topic_score_gemma":0.01116788,"domain_scores_codex":[0.9998282,0.00004062596,0.000009321844,0.00001486571,0.00003626822,0.0000707045],"domain_scores_gemma":[0.9990095,0.0002052316,0.00008416201,0.00002593007,0.00008850462,0.0005866892],"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":[0.0001444727,0.00006451913,0.004739412,0.0001079778,0.00001166643,0.0005116704,0.0002032621,0.00002279248,0.0003739047,0.0003381896,0.8960664,0.09741581],"study_design_scores_gemma":[0.000119414,0.000479931,0.02855003,0.0009564225,0.0000600057,0.00827136,0.002219705,0.000197862,0.000952384,0.00220002,0.9559193,0.00007350762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05746752,0.01849816,0.00447267,0.1580632,0.02030303,0.0001906509,0.003156009,0.004221008,0.7336277],"genre_scores_gemma":[0.2990197,0.02312382,0.009231778,0.09337798,0.01175957,0.0002056092,0.001914373,0.001269832,0.5600973],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1875641,"threshold_uncertainty_score":0.6274644,"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."}}