{"id":"W4392552339","doi":"10.1242/dmm.050759","title":"Sex matters in preclinical research","year":2024,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Biology; Inclusion (mineral); Fertility; Infertility; Physiology; Demography; Genetics; Psychology; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001351872,0.0001371613,0.0002307544,0.0003107785,0.00006204805,0.00004863977,0.0001274894,0.0001154931,0.0002391325],"category_scores_gemma":[0.00007511087,0.000120626,0.0001159631,0.0003942285,0.0000471823,0.0001042876,0.00008383669,0.0005797977,0.0002481956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370379,"about_ca_system_score_gemma":0.0004613519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008991666,"about_ca_topic_score_gemma":0.00001147326,"domain_scores_codex":[0.9975815,0.0002093565,0.0003126861,0.0006615816,0.0007210475,0.0005138714],"domain_scores_gemma":[0.998594,0.0002257549,0.000009561623,0.0005206661,0.00007844475,0.0005715212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003399856,0.002207061,0.002968322,0.01054855,0.0003880189,0.01691429,0.01548509,0.002068193,0.004713649,0.6679548,0.04952807,0.2238241],"study_design_scores_gemma":[0.0008039327,0.0002446246,0.001101699,0.0008374639,0.00006118508,0.0000259633,0.001177262,0.2634196,0.0007331413,0.727933,0.003424137,0.0002379519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7437679,0.02262048,0.06627208,0.1495703,0.003043348,0.005089055,0.0002664129,0.001346585,0.008023832],"genre_scores_gemma":[0.9930805,0.0001319306,0.0008985237,0.003587415,0.0002103034,0.0001780945,0.00005807875,0.00004851424,0.001806616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2613514,"threshold_uncertainty_score":0.4918986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3245647130645097,"score_gpt":0.4932688352220891,"score_spread":0.1687041221575794,"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."}}