{"id":"W2768386510","doi":"10.1053/j.gastro.2017.11.029","title":"Signature Celebration of Gastroenterology , Colorectal Cancer","year":2017,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Colorectal cancer; Medicine; Internal medicine; Signature (topology); Gastroenterology; Oncology; Cancer; Mathematics","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":[0.001359471,0.0009591212,0.0007492912,0.001129818,0.002309507,0.003105893,0.0005673073,0.003368312,0.1329224],"category_scores_gemma":[0.004826189,0.0002626407,0.000602946,0.0005372431,0.0006529251,0.001310051,0.002990815,0.004217432,0.03561646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725624,"about_ca_system_score_gemma":0.001854324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019763,"about_ca_topic_score_gemma":0.009479967,"domain_scores_codex":[0.9990687,0.0001218945,0.00003703593,0.0001187147,0.000346787,0.0003069284],"domain_scores_gemma":[0.9949731,0.0002426292,0.0002388325,0.0001311027,0.001045224,0.003369088],"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":[0.00008702847,0.00002717602,0.000780286,0.00004931136,0.000009378802,0.0001399686,0.00002563324,0.00001108181,0.000171991,0.0003764836,0.9852332,0.01308839],"study_design_scores_gemma":[0.00003832359,0.0001229781,0.009598701,0.00009571497,0.00001659583,0.0005581591,0.000244032,0.00008338963,0.0001952345,0.0003160476,0.988712,0.00001902203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01121003,0.009854169,0.000417603,0.3707442,0.4565401,0.0001118301,0.001953818,0.0004678972,0.1487004],"genre_scores_gemma":[0.04232661,0.006117411,0.000568711,0.0513951,0.2343403,0.00008162521,0.001313618,0.0003203636,0.6635363],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1329224,"threshold_uncertainty_score":0.4446696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353282659118962,"score_gpt":0.2789758568324657,"score_spread":0.2654430302412761,"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."}}