{"id":"W4295538101","doi":"10.1016/j.athoracsur.2022.09.009","title":"Safe Spaces and Cultural Norms: Our Sustainability Plan","year":2022,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Annals; Medicine; Cardiothoracic surgery; Call to action; Health care; Sustainability; Surgery; Gerontology; Law","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":[0.01300651,0.0008754669,0.001129418,0.0008573103,0.02363995,0.0174336,0.003286386,0.1111022,0.0114572],"category_scores_gemma":[0.03770961,0.00117548,0.001726924,0.0007390875,0.02736524,0.01946167,0.01817568,0.1292573,0.00256203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01264322,"about_ca_system_score_gemma":0.06012661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03206689,"about_ca_topic_score_gemma":0.06513923,"domain_scores_codex":[0.9862684,0.004911589,0.0009419949,0.0009147873,0.00292583,0.004037424],"domain_scores_gemma":[0.967371,0.01102242,0.00144107,0.0009765171,0.003251905,0.01593708],"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":[0.00003965558,0.000299122,0.00222036,0.0001113654,0.00003357665,0.002596171,0.008540225,0.0002072174,0.0003425337,0.09523256,0.866417,0.02396035],"study_design_scores_gemma":[0.00009104479,0.00009160883,0.00160247,0.0006401712,0.0000394961,0.001198681,0.03222433,0.0004766677,0.0002950116,0.1155685,0.8476151,0.0001570085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004229868,0.0003225172,0.0001048359,0.9940463,0.003271274,0.00000638617,0.000003573766,0.000005158949,0.001816785],"genre_scores_gemma":[0.01648216,0.0005855408,0.0005355404,0.9670451,0.006107233,0.00007559871,0.0000116877,0.00002093315,0.009136128],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1111022,"threshold_uncertainty_score":0.0917334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490321274639363,"score_gpt":0.4017227261976743,"score_spread":0.252690598733738,"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."}}