{"id":"W4388325995","doi":"10.1016/j.esmoop.2023.102058","title":"On finding acceptance","year":2023,"lang":"en","type":"letter","venue":"ESMO Open","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Feeling; Mentorship; Psychology; Medical education; Workforce; Medicine; Social psychology; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01324696,0.0009044041,0.0009761424,0.001856544,0.006872192,0.02026008,0.002711887,0.00740552,0.3170823],"category_scores_gemma":[0.106591,0.0005286656,0.0009755995,0.001475403,0.006344101,0.01863545,0.01616744,0.01079111,0.2111045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003537639,"about_ca_system_score_gemma":0.01008742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506475,"about_ca_topic_score_gemma":0.002997292,"domain_scores_codex":[0.9725864,0.009944913,0.001325973,0.002569298,0.01014791,0.00342554],"domain_scores_gemma":[0.9533666,0.009804024,0.001994734,0.005072498,0.01957261,0.01018945],"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":[0.00002836224,0.00003225968,0.0005374245,0.0001802349,0.000009236102,0.000188186,0.004605166,0.00001289242,0.0001700474,0.02772511,0.8614996,0.1050115],"study_design_scores_gemma":[0.000004933159,0.00001699694,0.0002166399,0.0002237612,0.000002841753,0.000113492,0.00291471,0.00001119896,0.00003932579,0.003427922,0.993018,0.00001023731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003691382,0.005941362,0.005289283,0.2182126,0.06012181,0.0004281976,0.0008020154,0.001202008,0.7043113],"genre_scores_gemma":[0.04710464,0.004655757,0.003280276,0.1121259,0.00802533,0.0007518146,0.0009997389,0.00199633,0.8210602],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3170823,"threshold_uncertainty_score":0.9740992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.392402525894446,"score_gpt":0.5293103077383241,"score_spread":0.1369077818438781,"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."}}