{"id":"W4408805947","doi":"10.14740/wjon2562","title":"Should All Low-Grade Ductal Carcinoma <i>In Situ</i> Be Excised? Implications and Challenges of the COMET Trial","year":2025,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ductal carcinoma; In situ; Carcinoma in situ; Comet; Carcinoma; Pathology; Internal medicine; Cancer; Astrobiology; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.03135163,0.000535466,0.004465706,0.0002895783,0.001083891,0.00456852,0.001483681,0.005861272,0.01094663],"category_scores_gemma":[0.03957851,0.0002517178,0.004015935,0.0006809034,0.00226819,0.005345874,0.001470008,0.01002929,0.002257601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508538,"about_ca_system_score_gemma":0.003043862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008731655,"about_ca_topic_score_gemma":0.002590438,"domain_scores_codex":[0.9902422,0.006717425,0.0007284494,0.000670361,0.001052367,0.000589218],"domain_scores_gemma":[0.9656412,0.02114057,0.003494221,0.002356923,0.002408617,0.00495847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2855735,0.003297177,0.01812771,0.008695085,0.007997365,0.000729048,0.001082248,0.002422357,0.002859468,0.03873034,0.110206,0.5202796],"study_design_scores_gemma":[0.2666118,0.07935593,0.04146338,0.01231138,0.01272872,0.001759003,0.002505283,0.003844679,0.004065838,0.1079356,0.4670333,0.0003849572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1487718,0.1191377,0.004133471,0.6205567,0.03697021,0.00162467,0.002970895,0.0002780553,0.06555647],"genre_scores_gemma":[0.587467,0.02565727,0.008202109,0.3372091,0.02745117,0.002447248,0.002265811,0.0002692458,0.009030982],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03135163,"threshold_uncertainty_score":0.1658053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1856576099401174,"score_gpt":0.4100275989576318,"score_spread":0.2243699890175144,"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."}}