{"id":"W2989620217","doi":"10.14740/gr1205","title":"Re-Educating Residents About Non-Invasive Colorectal Cancer Screening: An Approach to Improving Colon Cancer Screening Compliance","year":2019,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Fecal occult blood; Cancer; Modalities; Test (biology); Colorectal cancer screening; Internal medicine; General surgery; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01158775,0.0003643764,0.0004308377,0.0008496512,0.00138078,0.001065185,0.001317109,0.001121954,0.004308757],"category_scores_gemma":[0.02575559,0.0002811519,0.0004729592,0.0006086053,0.0004543642,0.001162294,0.001958003,0.001619,0.000624879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130692,"about_ca_system_score_gemma":0.008275663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004142752,"about_ca_topic_score_gemma":0.00707265,"domain_scores_codex":[0.9949819,0.003159642,0.0002557064,0.0003001128,0.0008134713,0.0004891063],"domain_scores_gemma":[0.9814681,0.004507072,0.00368191,0.001514115,0.003626154,0.005202615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000576927,0.02042086,0.1273619,0.001352285,0.0001174669,0.0003937253,0.007584601,0.00101441,0.007230913,0.0007405555,0.02384445,0.8093618],"study_design_scores_gemma":[0.001246227,0.01960026,0.8872657,0.001656241,0.0003681702,0.001114027,0.01520953,0.006109118,0.009673369,0.002027117,0.05554289,0.0001872066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098839,0.001249137,0.02022172,0.04666598,0.0005929878,0.00538729,0.0001493017,0.001033433,0.01481637],"genre_scores_gemma":[0.9215363,0.00156214,0.05847242,0.008999485,0.0007091718,0.002546697,0.0001891477,0.00004691585,0.005937653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158775,"threshold_uncertainty_score":0.06128263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09632643504520383,"score_gpt":0.4020121546917287,"score_spread":0.3056857196465249,"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."}}