{"id":"W4389686299","doi":"10.1001/jamasurg.2023.6397","title":"Fertility, Family, and a Career in Surgery—Time to Change the Narrative","year":2023,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Fertility; Narrative; Medical school; Residency training; Medical education; Family medicine; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004347458,0.0003059095,0.0005599745,0.0004448201,0.008277698,0.00367603,0.001352375,0.02541042,0.004207813],"category_scores_gemma":[0.01970367,0.000370454,0.000429601,0.0004273396,0.00718353,0.006180084,0.002843191,0.04431936,0.001262069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006051871,"about_ca_system_score_gemma":0.006297844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009431739,"about_ca_topic_score_gemma":0.01811627,"domain_scores_codex":[0.9972134,0.001553925,0.0001467012,0.0001830074,0.0005550158,0.0003479441],"domain_scores_gemma":[0.9893771,0.006616032,0.0005156557,0.0002363936,0.0007069541,0.002547868],"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":[0.00006101008,0.00009805422,0.00234719,0.00007035892,0.00001502509,0.007087263,0.004032211,0.00008280177,0.0002859353,0.02341972,0.9420275,0.02047306],"study_design_scores_gemma":[0.00008302715,0.0001527589,0.003102676,0.001043151,0.00002128567,0.01510202,0.01714596,0.0006249153,0.000216509,0.04152555,0.9208975,0.00008473717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000798882,0.001093376,0.00002798505,0.9937586,0.002936046,0.000001896902,0.000004507801,0.000003069539,0.00137561],"genre_scores_gemma":[0.02748497,0.002087141,0.000139181,0.9488832,0.01845244,0.00001591304,0.000008186465,0.00001098183,0.002917918],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02541042,"threshold_uncertainty_score":0.04390961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124500924303553,"score_gpt":0.2902132023397871,"score_spread":0.1657122780362341,"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."}}