{"id":"W6940796728","doi":"10.11575/prism/45136","title":"Factors associated with mode of colorectal cancer detection and time to diagnosis: a population level study","year":2017,"lang":"en","type":"other","venue":"University of Calgary","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Ambulatory; Health care; Population based study; Ambulatory care; Cancer; Healthcare system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002067877,0.00007961975,0.0001740154,0.00002889668,0.00008238834,0.000004964661,0.00008125083,0.00009406405,0.002502817],"category_scores_gemma":[0.00002669551,0.00003753124,0.00002916846,0.00005156399,0.000007847616,0.00003481908,0.00002827775,0.0000525785,0.000005390193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002269822,"about_ca_system_score_gemma":0.000004716206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09128825,"about_ca_topic_score_gemma":0.0707126,"domain_scores_codex":[0.9996573,0.00003254828,0.00004048868,0.0001205243,0.00009119204,0.00005795256],"domain_scores_gemma":[0.999608,0.0001450173,0.0001554788,0.00002445986,0.00002964202,0.00003742468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003672811,0.000421676,0.9187497,0.00002431079,0.0004546558,0.000007962622,0.0006662411,0.00001700912,0.01008465,0.000006226522,0.04517863,0.02402161],"study_design_scores_gemma":[0.0001465451,0.0008789528,0.9721087,0.0005120672,0.0002008045,4.655637e-7,0.000317943,0.0001826072,0.0002676992,0.000004926417,0.02515158,0.0002277139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837186,0.00003333381,0.000004131463,0.00001270612,0.00003681537,0.0002954163,0.001974037,0.00002207616,0.01390282],"genre_scores_gemma":[0.9407991,0.00006305949,0.000008400533,0.000002821242,0.00002183447,9.91054e-7,0.0004432599,0.000002851803,0.05865769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05335895,"threshold_uncertainty_score":0.998409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246728088220965,"score_gpt":0.2114380381095963,"score_spread":0.1889707572273866,"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."}}