{"id":"W7024465436","doi":"","title":"Rapid synthesis: Identifying features of screening approaches for people at increased risk of colorectal cancer","year":2020,"lang":"en","type":"other","venue":"","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Partenariat Canadien Contre Le Cancer; McMaster University","keywords":"Colorectal cancer; Cancer; Risk assessment; MEDLINE; Epidemiology; Colorectal cancer screening","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1084686,0.00223418,0.004709702,0.01467812,0.001242438,0.008477909,0.002800996,0.002879606,0.05822784],"category_scores_gemma":[0.2485317,0.001336846,0.00780264,0.01389712,0.001129424,0.003921106,0.005057188,0.003221862,0.004701281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01690064,"about_ca_system_score_gemma":0.04406039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0462024,"about_ca_topic_score_gemma":0.101708,"domain_scores_codex":[0.9138411,0.04683949,0.01593127,0.002898905,0.01852472,0.001964522],"domain_scores_gemma":[0.703552,0.2096401,0.01593988,0.01215988,0.05563598,0.003072178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00458241,0.00008718974,0.00150665,0.5035071,0.005810153,0.0001256111,0.00247916,0.001012622,0.0009856704,0.01295044,0.1890317,0.2779213],"study_design_scores_gemma":[0.003828241,0.0006651707,0.01151258,0.3345319,0.02077964,0.0001113316,0.00322695,0.0009082122,0.002176995,0.01348544,0.6084986,0.0002748592],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.01029727,0.2331891,0.02420656,0.06293238,0.01549043,0.0682882,0.4731698,0.00205071,0.1103755],"genre_scores_gemma":[0.1421452,0.2201687,0.3314779,0.02578651,0.004189102,0.1423159,0.1042869,0.001477026,0.02815275],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1084686,"threshold_uncertainty_score":0.5736434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700574757313175,"score_gpt":0.2449371498227108,"score_spread":0.2179314022495791,"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."}}