{"id":"W4387169699","doi":"10.1186/s40001-023-01287-0","title":"Will metformin use lead to a decreased risk of thyroid cancer? A systematic review and meta-analyses","year":2023,"lang":"en","type":"review","venue":"European journal of medical research","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid cancer; Meta-analysis; Cochrane Library; Odds ratio; Subgroup analysis; Metformin; Confidence interval; Population; Internal medicine; Publication bias; MEDLINE; Oncology; Cancer; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0277209,0.0003700222,0.004647435,0.0004248258,0.00006992368,0.00006505159,0.001377659,0.0001568463,0.0002243751],"category_scores_gemma":[0.03541715,0.0002033734,0.001357426,0.0007525793,0.000228488,0.00001357611,0.0005300147,0.001085828,0.00003408294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003992525,"about_ca_system_score_gemma":0.001246703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000610699,"about_ca_topic_score_gemma":0.00002806984,"domain_scores_codex":[0.9845852,0.009775082,0.002159405,0.000422733,0.002585611,0.0004719809],"domain_scores_gemma":[0.9953431,0.0008767024,0.001275137,0.0007030772,0.0009132274,0.0008887593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003060184,0.00006668858,4.52356e-7,0.5929055,0.01776039,0.0002619941,0.00002821693,5.348181e-7,0.00002381276,0.00001031946,0.01803985,0.3708717],"study_design_scores_gemma":[0.0002514871,0.0003847189,6.628791e-7,0.1130091,0.05173876,0.00009219203,0.00002248582,8.837309e-7,0.00003701529,0.000005311991,0.8342659,0.0001914393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006757731,0.9985623,0.0001002459,0.00008478541,0.00007482355,0.000910364,0.0001509497,0.000003341496,0.00004558917],"genre_scores_gemma":[0.000009434602,0.9984793,0.0001417346,0.0002584197,0.0003538771,0.00007392046,0.00001580219,0.00008922558,0.0005782995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8162261,"threshold_uncertainty_score":0.9727079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3943096920872209,"score_gpt":0.522815135010835,"score_spread":0.1285054429236141,"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."}}