{"id":"W2071817677","doi":"10.1016/j.clinbiochem.2007.12.020","title":"Mass colorectal cancer screening: Methodological quality of practice guidelines is not related to their content validity","year":2008,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Critical appraisal; Fecal occult blood; Inclusion (mineral); Population; Colorectal cancer; Quality (philosophy); Family medicine; Test (biology); MEDLINE; Systematic review; Alternative medicine; Cancer; Psychology; Colonoscopy; Environmental health; Pathology; Internal medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01232753,0.0003149328,0.001267729,0.0000391358,0.0001047783,0.00001101628,0.000298423,0.0006230183,0.0006997983],"category_scores_gemma":[0.3060758,0.0002473142,0.0006537607,0.0003720887,0.0004939103,0.0001253784,0.0002361157,0.0009416661,0.00004012755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009808511,"about_ca_system_score_gemma":0.0005708377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601872,"about_ca_topic_score_gemma":0.000004276183,"domain_scores_codex":[0.9916219,0.001096162,0.005183897,0.0009327938,0.0007860582,0.000379173],"domain_scores_gemma":[0.9749647,0.01855081,0.001646701,0.0007579805,0.003503452,0.0005763557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01253183,0.001592384,0.1955448,0.000171631,0.0009186791,0.00009174509,0.0002358075,0.00001661465,0.6872656,0.00003357067,0.07224811,0.02934928],"study_design_scores_gemma":[0.007212469,0.001573366,0.18375,0.0002365182,0.0006739241,0.0002077947,0.001878048,0.0003160804,0.7796166,0.0001953253,0.0237212,0.0006186726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151293,0.0001852762,0.003996253,0.07879544,0.0004430923,0.0005848008,0.0002071604,0.00009819823,0.0005604721],"genre_scores_gemma":[0.8310325,0.0007604739,0.1384429,0.02832918,0.0005615168,0.00004597861,0.0001143127,0.00003196469,0.0006812228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2937483,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9015034921138255,"score_gpt":0.6556656672089571,"score_spread":0.2458378249048684,"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."}}