{"id":"W2977972939","doi":"10.1136/bmj.l5383","title":"Colorectal cancer screening with faecal immunochemical testing, sigmoidoscopy or colonoscopy: a microsimulation modelling study","year":2019,"lang":"en","type":"article","venue":"BMJ","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Sigmoidoscopy; Medicine; Colonoscopy; Colorectal cancer; Incidence (geometry); Internal medicine; Guideline; Cancer; Pathology","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":[0.006664816,0.001536387,0.002073057,0.0004764105,0.0002245994,0.0006712468,0.0009543715,0.0009746565,0.001976334],"category_scores_gemma":[0.01003978,0.0005239047,0.003954179,0.0004588779,0.0004894961,0.0006031673,0.0007521979,0.0007591166,0.0001519123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002766641,"about_ca_system_score_gemma":0.002168162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0260355,"about_ca_topic_score_gemma":0.0121315,"domain_scores_codex":[0.9968504,0.002479033,0.00006743804,0.0002513307,0.0001143671,0.0002375076],"domain_scores_gemma":[0.9905454,0.007769349,0.0009434058,0.0003174434,0.0002385094,0.0001859667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0168339,0.002906219,0.04098756,0.001027345,0.007062633,0.000193763,0.0002326343,0.9092872,0.001217853,0.004033017,0.0006987224,0.01551925],"study_design_scores_gemma":[0.003356228,0.01757135,0.03643654,0.0002130684,0.004112215,0.0001080263,0.0002409558,0.9314086,0.0009890139,0.003947342,0.001509256,0.0001073714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848633,0.001032575,0.0114606,0.0003302985,0.00004034407,0.0003961311,0.000704792,0.00002760285,0.00114439],"genre_scores_gemma":[0.9930849,0.0005422522,0.004091957,0.0001142819,0.00001911006,0.0006408624,0.0004622675,0.000006324623,0.00103799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0260355,"threshold_uncertainty_score":0.05176795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04598830584024605,"score_gpt":0.3377336423574975,"score_spread":0.2917453365172514,"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."}}