{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004024674,0.0009625083,0.001389884,0.0009023568,0.007077082,0.00778054,0.002394078,0.06337237,0.03515858],"category_scores_gemma":[0.04292134,0.001025672,0.002049865,0.0005786672,0.002992897,0.00336667,0.003379745,0.06186425,0.02365006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004661172,"about_ca_system_score_gemma":0.006930262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007201639,"about_ca_topic_score_gemma":0.01440363,"domain_scores_codex":[0.9950616,0.0009008155,0.0003539845,0.0007402719,0.001585297,0.001358099],"domain_scores_gemma":[0.9875779,0.004618956,0.0005912564,0.0006695227,0.002902219,0.003640184],"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":[0.00001643213,0.00001151597,0.0001285738,0.00001027135,0.000005945293,0.0002637604,0.00003177015,0.000009497237,0.00003788193,0.000708238,0.9968367,0.001939442],"study_design_scores_gemma":[0.00005268255,0.00004077671,0.0007967859,0.0001610875,0.00001722874,0.0004375203,0.0004176835,0.00008552044,0.0001304036,0.002846386,0.9949768,0.00003705616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000307628,0.0007708312,0.00007246352,0.8662757,0.1242941,0.00002270049,0.00004184203,0.00004593161,0.00816895],"genre_scores_gemma":[0.002196023,0.0003497077,0.00005673857,0.9390327,0.02867102,0.00003201796,0.00002422473,0.00003125003,0.02960639],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06337237,"threshold_uncertainty_score":0.1176171,"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."}}