{"id":"W2127229704","doi":"10.1111/j.1572-0241.2004.40948.x","title":"Meta-analysis: Can We Mix Apples and Oranges?","year":2004,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"AstraZeneca (Canada); McMaster University","funders":"","keywords":"Medicine; General surgery; Family medicine; Traditional medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005856181,0.0003153537,0.005582217,0.0005683866,0.0000555629,0.00001843442,0.0002236382,0.00005795852,0.00004682771],"category_scores_gemma":[0.00002641213,0.000161078,0.002500526,0.0005510016,0.000471265,0.00002119001,0.00005886592,0.0007368362,0.000001946209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166188,"about_ca_system_score_gemma":0.0001743318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372789,"about_ca_topic_score_gemma":0.0002194893,"domain_scores_codex":[0.9979498,0.0005566381,0.0007411893,0.0002226508,0.000252713,0.0002770017],"domain_scores_gemma":[0.9973115,0.0001434617,0.001944811,0.0003117319,0.0001131821,0.0001753563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01411008,0.0001031808,0.0001902379,0.00179617,0.5266351,0.0002539417,0.0003072617,0.00004238117,9.555901e-7,0.000005050473,0.0001338756,0.4564217],"study_design_scores_gemma":[0.0004953968,0.03275253,0.0001165635,0.0005555107,0.8460875,0.01174034,0.0001622607,0.000001806957,4.783424e-7,0.00003010032,0.1079518,0.0001057776],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002107796,0.9945026,0.0007198486,0.002351778,0.00007923271,0.0001937453,0.00002525956,0.00001108391,0.000008677255],"genre_scores_gemma":[0.01058938,0.9880453,0.0005918363,0.0004457131,0.0002254836,0.00002048012,0.000005798609,0.00002801442,0.0000479719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.456316,"threshold_uncertainty_score":0.656857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0791694446187458,"score_gpt":0.3391300344329207,"score_spread":0.2599605898141749,"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."}}