{"id":"W3016586811","doi":"10.1136/bmj.m1546","title":"Covid-19 is an opportunity for gender equality within the workplace and at home","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Data science; Computer science; Virology; Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09074591,0.001105422,0.001969112,0.003053092,0.02560981,0.02830369,0.006901312,0.04346516,0.09008437],"category_scores_gemma":[0.159606,0.001674847,0.00313293,0.002709206,0.01735484,0.01850158,0.04424358,0.04926245,0.02506116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01130824,"about_ca_system_score_gemma":0.07939443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06307779,"about_ca_topic_score_gemma":0.1006375,"domain_scores_codex":[0.9082063,0.02103414,0.004209335,0.003697708,0.03332366,0.02952893],"domain_scores_gemma":[0.8258167,0.06247305,0.004460975,0.01561601,0.03502408,0.05660924],"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":[0.000106653,0.000166712,0.00168227,0.0003702638,0.00001892069,0.000350085,0.004562197,0.00008411796,0.0004325006,0.2955894,0.6709099,0.02572688],"study_design_scores_gemma":[0.00005482299,0.00007089956,0.002547343,0.0008072731,0.00001405133,0.0001529203,0.005371799,0.0000598012,0.0002742431,0.03350585,0.9570288,0.0001122585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005168202,0.002269641,0.002895607,0.6368518,0.03608203,0.0003785005,0.00137326,0.0003067471,0.3146743],"genre_scores_gemma":[0.0787797,0.002094485,0.008614528,0.649372,0.009936645,0.002054179,0.002662519,0.001272986,0.245213],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09074591,"threshold_uncertainty_score":0.479916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4334371608959708,"score_gpt":0.5062099688448397,"score_spread":0.07277280794886892,"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."}}