{"id":"W3004769662","doi":"10.1200/jco.2020.38.4_suppl.79","title":"Nonoperative management (NOM) in rectal cancer: Physician perspectives on offering NOM as standard of care.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Snowball sampling; Colorectal cancer; Rectum; Population; General surgery; Anal cancer; Family medicine; Cancer; Surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01127473,0.0001831096,0.0002379895,0.0004488071,0.006289002,0.00363481,0.0009031232,0.002307321,0.00263816],"category_scores_gemma":[0.02783469,0.0004485982,0.0003199943,0.0006895481,0.003958615,0.002009698,0.00299746,0.003493453,0.0002412455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004980851,"about_ca_system_score_gemma":0.01105227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477296,"about_ca_topic_score_gemma":0.03323978,"domain_scores_codex":[0.9862549,0.01031871,0.0004138571,0.0003698365,0.001098776,0.001543855],"domain_scores_gemma":[0.959636,0.02471859,0.004880933,0.0003106546,0.003221159,0.00723268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001460867,0.0001339732,0.0303921,0.0009618597,0.00002726125,0.003172146,0.9224362,0.0001104468,0.001295326,0.002149256,0.009753623,0.02942178],"study_design_scores_gemma":[0.00001848161,0.0002141516,0.01112914,0.0007513592,0.00001422409,0.001246255,0.9587316,0.0001255377,0.0002299993,0.0004328338,0.02707783,0.00002863135],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006576,0.007734979,0.001033147,0.07757917,0.0006687813,0.00008958722,0.00006923364,0.00001533335,0.01215215],"genre_scores_gemma":[0.987124,0.002836547,0.0006652552,0.008117729,0.0001354277,0.0000374312,0.00002028728,0.00001114239,0.001052088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477296,"threshold_uncertainty_score":0.05962718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030110571404697,"score_gpt":0.484157658969846,"score_spread":0.3811466018293763,"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."}}