{"id":"W2791630090","doi":"10.1016/j.jss.2018.01.001","title":"Access to Paid Parental Leave for Academic Surgeons","year":2018,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Parental leave; Family Leave; Ranking (information retrieval); Duration (music); Medicine; Family medicine; Demographic economics; Demography; Political science; Sociology; Work (physics); Economics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002336955,0.0002063564,0.0002587373,0.001254314,0.003110246,0.002443965,0.0009886543,0.001522938,0.03790491],"category_scores_gemma":[0.03461392,0.0003241799,0.0005867095,0.001007509,0.0007669748,0.001517779,0.004339878,0.002482337,0.00150609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211842,"about_ca_system_score_gemma":0.00782264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482043,"about_ca_topic_score_gemma":0.03757031,"domain_scores_codex":[0.9954904,0.001291635,0.0001648763,0.000143658,0.000472458,0.002437074],"domain_scores_gemma":[0.9622992,0.005534452,0.006278654,0.0009787454,0.002240136,0.02266866],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001246237,0.0009602868,0.7519426,0.0002805901,0.0001870715,0.002305092,0.006863197,0.0003706807,0.0004343411,0.01238569,0.08292877,0.1400956],"study_design_scores_gemma":[0.000242765,0.000820149,0.8773054,0.001425238,0.00008635491,0.003263426,0.04852237,0.0007319078,0.0001835889,0.009285423,0.05805409,0.00007923631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014347,0.003353082,0.0004730089,0.04369978,0.001200536,0.0000873757,0.001702085,0.00004443179,0.04800498],"genre_scores_gemma":[0.9928184,0.0006904286,0.0001374915,0.001986832,0.0002804096,0.00001948683,0.0003209297,0.00001556478,0.003730568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.997663,"threshold_uncertainty_score":0.1268046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3906911315567126,"score_gpt":0.5674470638971311,"score_spread":0.1767559323404184,"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."}}