{"id":"W1970682720","doi":"10.1136/bmj.f2250","title":"Any review must carefully weigh the available evidence","year":2013,"lang":"en","type":"letter","venue":"BMJ","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ethinylestradiol; Levonorgestrel; Medicine; Progestogen; Family planning; Thrombosis; Combined oral contraceptives; Gynecology; Obstetrics; Research methodology; Population; Internal medicine; Environmental health; Estrogen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1307747,0.002299453,0.01230583,0.01663557,0.003784016,0.01925398,0.009426551,0.02665846,0.02107423],"category_scores_gemma":[0.5779698,0.003343484,0.007397399,0.01293523,0.004296051,0.01930157,0.005429129,0.01739177,0.02038211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01119471,"about_ca_system_score_gemma":0.02491814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00538644,"about_ca_topic_score_gemma":0.01440854,"domain_scores_codex":[0.793238,0.08100905,0.0653477,0.004894782,0.05314499,0.002365515],"domain_scores_gemma":[0.3660471,0.3904323,0.03309818,0.01972715,0.1847091,0.005986262],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005914779,0.00008308152,0.001023864,0.1148416,0.004506089,0.0009195299,0.0006330551,0.0002455591,0.00051057,0.009091522,0.6809821,0.1865716],"study_design_scores_gemma":[0.0005854286,0.0001350148,0.001112325,0.200065,0.004071662,0.000637172,0.0006682844,0.0004501893,0.0002551611,0.02155618,0.7702728,0.0001907412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005187351,0.2688254,0.004673617,0.5739563,0.1351439,0.002331133,0.001110326,0.0004215988,0.01301901],"genre_scores_gemma":[0.01140363,0.2672475,0.04574055,0.5553998,0.1028663,0.005699436,0.00118552,0.0005980706,0.009859313],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8692253,"threshold_uncertainty_score":0.6916111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08933540308170976,"score_gpt":0.3566381168135754,"score_spread":0.2673027137318656,"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."}}