{"id":"W2998979114","doi":"10.2147/cmar.s233215","title":"<p>Predictors of Survival Among Colorectal Cancer Patients in a Low Incidence Area</p>","year":2020,"lang":"en","type":"article","venue":"Cancer Management and Research","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"King Saud University","keywords":"Medicine; Colorectal cancer; Internal medicine; Cancer registry; Oncology; Cancer; Proportional hazards model; Regimen; Family history; Malignancy; Incidence (geometry)","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":[0.0002995497,0.0001973381,0.000469539,0.0002497327,0.0001306946,0.00002643206,0.0001605343,0.00006959217,0.0002292541],"category_scores_gemma":[0.0000706209,0.0001546381,0.00006799972,0.0009023148,0.0004004501,0.00009831809,0.0004295786,0.0002435805,0.000003719613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487637,"about_ca_system_score_gemma":0.0001105386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008138216,"about_ca_topic_score_gemma":0.00379612,"domain_scores_codex":[0.997677,0.00008491441,0.0003188962,0.0004968774,0.0009258744,0.0004964617],"domain_scores_gemma":[0.9992098,0.00008373565,0.00007227789,0.000137951,0.0002730862,0.0002231277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001319522,0.0002313486,0.9803993,0.0006982413,0.0003609534,0.00009106721,0.002079537,0.00002537996,0.0004576886,0.00008335225,0.004397823,0.009855842],"study_design_scores_gemma":[0.00298561,0.0008595175,0.9899819,0.0005447669,0.00008466333,1.840123e-7,0.0003908509,0.0004529048,0.0006068267,0.00002130959,0.003927167,0.000144265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844508,0.004049759,0.000002208064,0.001020075,0.0002413591,0.001151353,0.00004841562,0.00002441024,0.009011653],"genre_scores_gemma":[0.9852727,0.01275915,0.00001287675,0.00007456828,0.0001451955,0.0005140966,0.00001584702,0.00002180864,0.001183739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009711577,"threshold_uncertainty_score":0.6305957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047344810942759,"score_gpt":0.3327969206173879,"score_spread":0.2923234725079603,"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."}}