{"id":"W2469442613","doi":"10.1155/2016/4712192","title":"Assessment of a Colonoscopy Triage Sheet for Use in a Province-Wide Population-Based Colorectal Screening Program","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Colonoscopy; Triage; Referral; Kappa; Cohen's kappa; Inter-rater reliability; Retrospective cohort study; Internal medicine; Demographics; Population; Colorectal cancer; Emergency medicine; Family medicine; Cancer; Demography","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":[0.007685199,0.0003848737,0.0003159465,0.002567867,0.0007360248,0.000794429,0.0006425505,0.0003400345,0.001452404],"category_scores_gemma":[0.02829182,0.0004042857,0.0004076116,0.002238361,0.000314426,0.0006053018,0.0008769204,0.0004762351,0.0004386707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542822,"about_ca_system_score_gemma":0.004965384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03188829,"about_ca_topic_score_gemma":0.04548699,"domain_scores_codex":[0.9962744,0.001949097,0.0005235794,0.000260705,0.0007616683,0.0002305825],"domain_scores_gemma":[0.9798033,0.00452459,0.008749157,0.0007971812,0.004183967,0.00194187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000276198,0.0001807537,0.9808019,0.00009776499,0.00002696662,0.0001405987,0.0005827971,0.0004303703,0.0005694677,0.00001970164,0.001015399,0.0158581],"study_design_scores_gemma":[0.00005732427,0.0007211201,0.9943069,0.00004137604,0.00002177976,0.0002119944,0.001228545,0.002507149,0.0002841024,0.0000237874,0.0005831099,0.00001287986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947888,0.0001210222,0.001221822,0.000310708,0.00001445651,0.0009035571,0.001227248,0.0001003902,0.001312056],"genre_scores_gemma":[0.993839,0.0001313637,0.00429927,0.00008059259,0.00001720473,0.0003935446,0.0010956,0.000006492154,0.0001369628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9681117,"threshold_uncertainty_score":0.06340539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466999637475214,"score_gpt":0.293272730490141,"score_spread":0.2686027341153889,"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."}}