{"id":"W4302024786","doi":"10.1016/j.clon.2022.09.052","title":"Another Brick in the Wall … no More! Breaking the Sex Bias","year":2022,"lang":"en","type":"letter","venue":"Clinical Oncology","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Institutes of Health","keywords":"Brick; Medicine; Engineering; Civil engineering","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":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004929991,0.0002922171,0.001124347,0.00009731427,0.0001546047,0.00001618025,0.0008268777,0.001676518,0.002568609],"category_scores_gemma":[0.001865386,0.0001526933,0.0004618599,0.0002838284,0.0004489885,0.000014806,0.000220114,0.009073773,0.0003293497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886026,"about_ca_system_score_gemma":0.0009371674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008899313,"about_ca_topic_score_gemma":0.0001671858,"domain_scores_codex":[0.9934784,0.003290917,0.001313385,0.0007465218,0.0005568957,0.0006138937],"domain_scores_gemma":[0.9845092,0.01362867,0.0004121709,0.001295365,0.00009290783,0.0000616317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001546707,0.0001975814,0.01950499,0.00009913751,0.0001036313,0.002772368,0.001361419,6.274628e-7,2.078305e-7,0.00001265581,0.9381201,0.0376726],"study_design_scores_gemma":[0.00114357,0.001740595,0.02906406,0.00003789744,0.0001322876,0.0004111963,0.0006225252,0.00003650499,1.276563e-7,0.0001812333,0.9664759,0.0001540907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005591526,0.0007510432,0.000002041273,0.9599698,0.003203716,0.001037705,0.0000156967,0.00004503981,0.02938347],"genre_scores_gemma":[0.005066772,0.0003092714,0.00007226569,0.9692005,0.01212174,0.0002049757,0.0001678655,0.00006737452,0.01278927],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03751851,"threshold_uncertainty_score":0.9996195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3828656780540802,"score_gpt":0.5015732015330857,"score_spread":0.1187075234790055,"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."}}