{"id":"W3165128187","doi":"10.3390/curroncol28030185","title":"Eastern Canadian Gastrointestinal Cancer Consensus Conference 2019","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital; Cancer Care Ontario; Moncton Hospital; Dr. Everett Chalmers Regional Hospital; Memorial University of Newfoundland; Queen Elizabeth II Health Sciences Centre; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; Health PEI; Saint John Regional Hospital; Cape Breton University; Mount Sinai Hospital; Cancer Care Nova Scotia; Sunnybrook Health Science Centre; Queen's University; Hôpital Charles-Le Moyne; Centre Hospitalier de l’Université de Montréal; Ottawa Hospital","funders":"","keywords":"Medicine; Radiation therapy; Colorectal cancer; Gastrointestinal cancer; Cancer; Internal medicine; Systemic therapy; Radiation oncologist; Gastrointestinal tract; Anal cancer; Oncology; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0000551216,0.0001108573,0.0002611001,0.00006601683,0.00005027704,0.000009817459,0.00004279245,0.00004500354,0.001502295],"category_scores_gemma":[0.000106664,0.0001012042,0.00006956437,0.0001192692,0.0001073823,0.00001076434,0.00004034038,0.0002820629,0.0001877971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251078,"about_ca_system_score_gemma":0.003979311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01390117,"about_ca_topic_score_gemma":0.2299977,"domain_scores_codex":[0.9991067,0.00005152906,0.0001612698,0.0002391363,0.00009934377,0.000342011],"domain_scores_gemma":[0.998993,0.00004939817,0.00004382657,0.0001267838,0.0003481418,0.000438842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001876482,0.0002758004,0.846651,0.000114723,0.00003560469,0.00410516,0.0002210506,0.000002035783,0.004555978,0.00103259,0.04157174,0.1012467],"study_design_scores_gemma":[0.002290988,0.000979387,0.3576538,0.0004921217,0.0001705345,0.007632978,0.0004790704,0.001465976,0.0006220365,0.0001871904,0.6277527,0.0002732818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669484,0.00333637,0.00002112236,0.01145327,0.001108685,0.0001307258,0.00006069169,0.00002716793,0.01691358],"genre_scores_gemma":[0.9949213,0.00007602692,0.0001505404,0.0005035606,0.0003897937,0.00001584938,0.00006034979,0.000008861851,0.003873763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5861809,"threshold_uncertainty_score":0.9994105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1460669221259892,"score_gpt":0.3944684796481268,"score_spread":0.2484015575221376,"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."}}