{"id":"W4414756817","doi":"10.1001/jamaoncol.2025.3458","title":"The Breakup Letter","year":2025,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ovarian Cancer Canada","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060741,0.00002727959,0.00004337549,0.00002057668,0.0006742114,0.00008542318,0.0002044814,0.00009128502,0.0002414302],"category_scores_gemma":[0.000900442,0.00001929211,0.00002293482,0.0001412474,0.0002765989,0.0001224306,0.00001624689,0.0001509246,0.000187978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009537154,"about_ca_system_score_gemma":0.0006323425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009277342,"about_ca_topic_score_gemma":0.006113544,"domain_scores_codex":[0.9991773,0.0004402612,0.0000719823,0.00007330041,0.00008646439,0.0001507042],"domain_scores_gemma":[0.9965733,0.003229423,0.0000400396,0.00007871114,0.00005381113,0.00002467443],"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":[0.00001160661,0.00001948596,0.001657167,0.000001038979,0.000009771442,9.860531e-7,0.004349176,1.813392e-7,0.000008974548,0.4264401,0.4842514,0.08325012],"study_design_scores_gemma":[0.00006345721,0.00001055781,0.005657577,0.000001946356,0.000006088101,3.598003e-7,0.009474698,7.218555e-7,0.000007506845,0.01243628,0.9723187,0.00002208772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003550491,0.0001843299,0.000009845781,0.5154064,0.00102313,0.00003770758,2.250092e-7,0.00001106334,0.4797768],"genre_scores_gemma":[0.7750725,0.0002596191,0.0002427772,0.09686849,0.002088289,0.00004101101,0.000001557355,0.000002928314,0.1254229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.771522,"threshold_uncertainty_score":0.5185558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357735208452326,"score_gpt":0.440078787668521,"score_spread":0.3965014355839978,"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."}}