{"id":"W4316661361","doi":"10.1172/jci167444","title":"Lessons learned: from mentored to mentor","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Investigation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute of Allergy and Infectious Diseases; Astellas Pharma; Canadian Institute for Advanced Research","keywords":"Excellence; Medical education; Engineering ethics; Medical school; Medicine; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04377054,0.001537828,0.001242987,0.001492485,0.01082204,0.02762206,0.006484339,0.008819188,0.02727506],"category_scores_gemma":[0.1141454,0.0006088049,0.001334022,0.001356315,0.01392721,0.02645639,0.02177122,0.02857881,0.01317883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006927912,"about_ca_system_score_gemma":0.02478551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634702,"about_ca_topic_score_gemma":0.006323452,"domain_scores_codex":[0.9457056,0.0351092,0.001507336,0.003190355,0.009197058,0.005290548],"domain_scores_gemma":[0.8716583,0.02012208,0.003992476,0.006635641,0.02383221,0.07375924],"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":[0.00008309882,0.0001753768,0.001421399,0.0005372224,0.00006296368,0.0007865369,0.01640944,0.0001361882,0.0002242453,0.02572877,0.8194606,0.1349742],"study_design_scores_gemma":[0.00007619356,0.0003051297,0.0006519757,0.001733628,0.00003117753,0.001280649,0.03380302,0.0001841418,0.0002206162,0.04147062,0.9201478,0.00009495491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002879305,0.0128622,0.004447947,0.9224899,0.03976968,0.00006994719,0.00009753028,0.0005888372,0.01679453],"genre_scores_gemma":[0.1372253,0.02588807,0.01265674,0.72123,0.02673903,0.0004309123,0.0003843118,0.001301977,0.07414374],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04377054,"threshold_uncertainty_score":0.2314835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3014432722189833,"score_gpt":0.4627022915179422,"score_spread":0.1612590192989589,"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."}}