{"id":"W4404186263","doi":"10.15420/usc.2024.18","title":"Reporting Sex and Gender Differences in Cardiovascular Research","year":2024,"lang":"en","type":"review","venue":"US Cardiology Review","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Terminology; Confidentiality; Psychological intervention; Sexual orientation; Health care; Psychology; Medical education; Medicine; Nursing; Political science; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01462389,0.0005197491,0.009669668,0.0004733108,0.00008599039,0.00002083538,0.0001999228,0.0007423118,0.000022049],"category_scores_gemma":[0.002496717,0.0003354187,0.001957659,0.0009369358,0.0002307016,0.00002111422,0.0003039959,0.002516007,0.0001275409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965397,"about_ca_system_score_gemma":0.0008209835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005949067,"about_ca_topic_score_gemma":0.000003090368,"domain_scores_codex":[0.9916271,0.003011272,0.002586568,0.001473662,0.0005630704,0.0007383089],"domain_scores_gemma":[0.9972497,0.0004897987,0.000389605,0.001475513,0.0001695226,0.0002258464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[6.734592e-7,0.00000306007,0.001801186,0.3874626,0.001143963,0.00196635,0.00003694374,1.130537e-8,4.609704e-9,0.00002150588,0.001669814,0.6058939],"study_design_scores_gemma":[0.00006892698,0.00005126705,0.0004551503,0.1243895,0.004918695,0.009410207,0.00003562463,3.713969e-7,7.303946e-9,0.0001131173,0.8603354,0.0002217615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002045412,0.9922612,0.00000172767,0.0001374888,0.0004792904,0.00285478,0.00001374912,0.00006003482,0.004171252],"genre_scores_gemma":[0.00006281319,0.9974751,0.00004489336,0.0002312888,0.000839529,0.0007233408,0.00009700303,0.00007513106,0.0004508523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8586655,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5849919709802326,"score_gpt":0.5348702379082774,"score_spread":0.05012173307195522,"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."}}