{"id":"W2897972697","doi":"10.1007/s12630-018-1233-9","title":"In reply: Because it’s 2018: the need for early career development for female anesthesiologists","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Career development; Medicine; Medical education; Psychology","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":[0.003596307,0.0008213565,0.001521914,0.0009825994,0.008657509,0.00563627,0.002080304,0.08901212,0.01269149],"category_scores_gemma":[0.04294463,0.001191843,0.001253301,0.0008705823,0.003671867,0.005006539,0.003403795,0.07285282,0.006463818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007011862,"about_ca_system_score_gemma":0.01153201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01716574,"about_ca_topic_score_gemma":0.02806152,"domain_scores_codex":[0.9957039,0.0008057624,0.0005887004,0.0005097523,0.00108963,0.001302286],"domain_scores_gemma":[0.9796335,0.007343085,0.002175459,0.000361635,0.003929537,0.0065568],"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":[0.00002506908,0.00001989054,0.0009612555,0.00004221941,0.000009073844,0.001292936,0.0002784439,0.00001989824,0.00007318091,0.0009916857,0.9936882,0.002598145],"study_design_scores_gemma":[0.0001212079,0.0000785616,0.004344921,0.0007720812,0.00005075497,0.003371037,0.004130448,0.0002825762,0.0001922802,0.005497801,0.9810083,0.0001501212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001878858,0.0003364554,0.00001567218,0.9857293,0.01309768,0.000004176226,0.00002030132,0.000006342784,0.0006021612],"genre_scores_gemma":[0.001762077,0.0004048035,0.00004613925,0.9742033,0.01996775,0.00001890129,0.0000132099,0.00001269609,0.003571091],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08901212,"threshold_uncertainty_score":0.05087483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04885044938349666,"score_gpt":0.2647920170820081,"score_spread":0.2159415676985115,"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."}}