{"id":"W4411003748","doi":"10.1158/1055-9965.29221781","title":"Supplementary Figure S1 from Modeling the Economic and Health Impact of Lowering the Recommended Colorectal Cancer Screening Age in Canada Using Fecal Immunochemical Test versus Colonoscopy","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Colorectal cancer; Colorectal cancer screening; Medicine; Test (biology); Feces; Environmental health; Cancer; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004356773,0.0009795537,0.000711351,0.0007445318,0.0009312641,0.001909884,0.002151508,0.002020707,0.2876235],"category_scores_gemma":[0.003350863,0.0004972481,0.001031357,0.001209298,0.0005609796,0.0007868201,0.0005687607,0.001185562,0.01199244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00649505,"about_ca_system_score_gemma":0.009855011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8626094,"about_ca_topic_score_gemma":0.8175562,"domain_scores_codex":[0.9997652,0.00004954646,0.00000820355,0.0000449588,0.00005928091,0.00007278177],"domain_scores_gemma":[0.9984761,0.0007285369,0.00005832234,0.00004597693,0.0005581333,0.0001329679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001809419,0.0000908258,0.007257954,0.0003901486,0.00008442465,0.0002051843,0.000100808,0.6662256,0.000294183,0.03893722,0.2784773,0.007755315],"study_design_scores_gemma":[0.0005691536,0.0000943796,0.01040487,0.0003410354,0.000179886,0.0001664639,0.0005806023,0.7244291,0.0004254252,0.03578516,0.2269048,0.0001190801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04485499,0.001025626,0.02617741,0.007337997,0.001001673,0.0003372201,0.6943012,0.002232241,0.2227316],"genre_scores_gemma":[0.6535785,0.001483432,0.02466131,0.002091321,0.000313568,0.0007828327,0.1129053,0.002112524,0.2020713],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2876235,"threshold_uncertainty_score":0.9621964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05518439505371053,"score_gpt":0.3550901187358884,"score_spread":0.2999057236821779,"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."}}