{"id":"W3147021061","doi":"10.1136/bmjgh-2021-005413","title":"Identification and inclusion of gender factors in retrospective cohort studies: the GOING-FWD framework","year":2021,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Children's Hospital of Eastern Ontario; University of Ottawa; McGill University Health Centre; University of Alberta","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; “la Caixa” Foundation; Austrian Science Fund; Svenska Forskningsrådet Formas; Vetenskapsrådet; McGill University","keywords":"Identification (biology); Psychology; Medicine","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6691734,0.00305858,0.00858661,0.02135086,0.002897802,0.0102038,0.01046169,0.007518372,0.003179542],"category_scores_gemma":[0.6684004,0.003231276,0.01559075,0.01515728,0.009249209,0.01039114,0.01580589,0.00610047,0.0007112575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005955076,"about_ca_system_score_gemma":0.02123328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006390858,"about_ca_topic_score_gemma":0.006621503,"domain_scores_codex":[0.2311893,0.6439668,0.07970244,0.02369788,0.01970674,0.001736946],"domain_scores_gemma":[0.2209872,0.6725113,0.02621479,0.05843245,0.02008877,0.001765433],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002165653,0.0003981975,0.0687613,0.06038731,0.02231968,0.001191268,0.02635908,0.01048089,0.001302505,0.39111,0.01757541,0.3979487],"study_design_scores_gemma":[0.002193452,0.002339886,0.0293188,0.08151903,0.02648173,0.001746794,0.007616327,0.04236532,0.002571187,0.6014821,0.2016023,0.0007630486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007304274,0.0208049,0.9338769,0.01043368,0.001283705,0.01798889,0.004666799,0.0004350045,0.003205834],"genre_scores_gemma":[0.04135986,0.003046692,0.9114965,0.002065361,0.0004864288,0.03917078,0.001913486,0.000091009,0.0003697941],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3308266,"threshold_uncertainty_score":0.4079681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1788705006336159,"score_gpt":0.5347493390370266,"score_spread":0.3558788384034107,"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."}}