{"id":"W2336476164","doi":"10.1056/jg200806130000002","title":"Colon Cancer Trends and Colonoscopy Use in Manitoba","year":2008,"lang":"en","type":"article","venue":"Journal watch","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Cancer; General surgery; Internal medicine; Oncology; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103518,0.0000740013,0.0001697452,0.0001272285,0.0001173605,0.00002215426,0.00002365675,0.00006431732,0.00007133689],"category_scores_gemma":[0.00003389324,0.00006090318,0.00003742457,0.0002397742,0.00003368751,0.0001193071,0.00001281306,0.0003388316,0.000002864333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277608,"about_ca_system_score_gemma":0.00007039708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001813485,"about_ca_topic_score_gemma":0.00593436,"domain_scores_codex":[0.9994042,0.00002642743,0.0001585317,0.0001071667,0.0001508866,0.0001527995],"domain_scores_gemma":[0.9996806,0.00003141959,0.00005627231,0.00005848704,0.00005386542,0.0001193817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008734597,0.0001001359,0.927999,0.00001684987,0.00004246254,0.0008947504,0.0009606812,0.00003395488,0.003377848,0.000002131558,0.02214832,0.03568929],"study_design_scores_gemma":[0.002238521,0.002392668,0.9672225,0.000115073,0.00003557288,0.004119292,0.00009524606,0.0003162053,0.00252814,0.00002260092,0.02081214,0.0001020624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940094,0.0005020297,0.00001703796,0.004800941,0.0002888469,0.00005086763,0.000001648258,0.00001796581,0.0003113108],"genre_scores_gemma":[0.9943346,0.002310133,0.0003041398,0.0002601054,0.0003036962,0.000009056659,8.783278e-7,0.000009630887,0.002467741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0392235,"threshold_uncertainty_score":0.3311512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05061503266804225,"score_gpt":0.3054483150243339,"score_spread":0.2548332823562917,"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."}}