{"id":"W3007678852","doi":"10.1182/bloodadvances.2019000084","title":"Impact of gender and caregiving responsibilities on academic success in hematology","year":2020,"lang":"en","type":"article","venue":"Blood Advances","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health","keywords":"Hematology; Internal medicine; Medicine; Psychology; Gerontology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003375088,0.00005565514,0.000166211,0.00005125594,0.00006846376,0.000007413418,0.0001823512,0.00006149353,0.00005143889],"category_scores_gemma":[0.0005910085,0.00004810697,0.00002786631,0.0001776341,0.0003309189,0.000181616,0.00004284856,0.0001386529,0.000001134867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001452109,"about_ca_system_score_gemma":0.00008397755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003514152,"about_ca_topic_score_gemma":0.0002326558,"domain_scores_codex":[0.9992312,0.0001142353,0.0001089791,0.0001444653,0.0002467382,0.0001543924],"domain_scores_gemma":[0.9995135,0.0002801591,0.00004990238,0.00004899675,0.00002955583,0.00007790706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009656022,0.00002338179,0.9356079,0.00005411639,0.0000160041,0.00001857451,0.05229438,0.00003973734,0.00012937,0.0101801,0.0001207218,0.001419154],"study_design_scores_gemma":[0.002955871,0.001396587,0.5581366,0.0003887195,0.0001025225,0.000008417123,0.4151523,0.00002225699,0.002210339,0.01091591,0.008225447,0.0004850715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868066,0.004428864,0.000003668531,0.0007418357,0.00005384176,0.00007579616,0.000006593591,0.00001625285,0.00786653],"genre_scores_gemma":[0.9987662,0.0008791935,0.00003372163,0.000211682,0.00006163277,0.000001337237,6.13208e-7,0.000002194407,0.00004343568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3774713,"threshold_uncertainty_score":0.1961745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04864717954081438,"score_gpt":0.3617352441341271,"score_spread":0.3130880645933127,"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."}}