{"id":"W4285393805","doi":"10.3390/curroncol29070392","title":"Countercurrents: DCIS or Cancer? Why All the Confusion?","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Ductal carcinoma; Confusion; Mastectomy; Cancer; Radiation therapy; Invasive ductal carcinoma; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006058691,0.0006955273,0.002347952,0.001955001,0.001715733,0.004369328,0.001981925,0.0051966,0.004610452],"category_scores_gemma":[0.02615491,0.000337496,0.000748566,0.001971963,0.01237303,0.0105545,0.001534987,0.01124009,0.002693383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913339,"about_ca_system_score_gemma":0.002736384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005965605,"about_ca_topic_score_gemma":0.005054739,"domain_scores_codex":[0.9967579,0.001647649,0.0004265931,0.0003512196,0.0006222774,0.0001943172],"domain_scores_gemma":[0.985134,0.008804337,0.001180684,0.000743756,0.003059475,0.001077791],"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":[0.0006080024,0.0001700126,0.00916067,0.006309781,0.0003284798,0.002686209,0.002650735,0.0001869894,0.001005396,0.06675661,0.55024,0.3598971],"study_design_scores_gemma":[0.0001153443,0.00023395,0.006967221,0.009830207,0.0002960642,0.01373813,0.009636921,0.0002260746,0.0006720374,0.1508418,0.8072771,0.0001651056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002249353,0.3881877,0.001872995,0.5700365,0.03285358,0.00002577646,0.0001227928,0.00005772477,0.004593575],"genre_scores_gemma":[0.05717289,0.5318181,0.003334037,0.311393,0.08946481,0.0000536524,0.0001630963,0.00009278901,0.006507578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006058691,"threshold_uncertainty_score":0.03204179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09635354002814782,"score_gpt":0.4113935066730707,"score_spread":0.3150399666449228,"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."}}