{"id":"W2150344491","doi":"","title":"Colorectal cancer detection in a rural community. Development of a colonoscopy screening program.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Intubation; Rural community; Adenoma; Sigmoidoscopy; Endoscopy; Colorectal cancer screening; Cancer screening; General surgery; Cancer; Internal medicine; Surgery","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":[0.0006868904,0.0001683703,0.00009663752,0.0004423996,0.001068291,0.0002568325,0.0003156818,0.0004864063,0.005110659],"category_scores_gemma":[0.002462839,0.0001636072,0.0001140604,0.0002595242,0.000281566,0.0003743272,0.0005503857,0.000342795,0.0006606829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365351,"about_ca_system_score_gemma":0.003175981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01812772,"about_ca_topic_score_gemma":0.02760446,"domain_scores_codex":[0.9996473,0.0001796835,0.00001221673,0.00003522271,0.00006551933,0.00006005836],"domain_scores_gemma":[0.9985291,0.0001521469,0.0001323202,0.00002883254,0.0002132298,0.0009443889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000876965,0.01073911,0.5857481,0.001635905,0.00004935118,0.003548429,0.002229993,0.0003330975,0.00826666,0.0004134769,0.01847387,0.367685],"study_design_scores_gemma":[0.001113063,0.01178233,0.9598009,0.0003426937,0.00006597815,0.004340255,0.003389662,0.0007640655,0.0005263095,0.0002231478,0.01762097,0.00003066221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721823,0.002041012,0.0007183597,0.01072084,0.0001240693,0.00151482,0.0003327668,0.0001087698,0.01225694],"genre_scores_gemma":[0.985649,0.002401001,0.00507971,0.002739389,0.0001728977,0.000551883,0.000394848,0.00000668246,0.003004658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01812772,"threshold_uncertainty_score":0.03604442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162648041710629,"score_gpt":0.2892981025638307,"score_spread":0.2576716221467244,"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."}}