{"id":"W4413055069","doi":"10.1186/s12885-025-14720-w","title":"Phase II single vs hypofractionated irradiation for timely access to partial breast radiotherapy (SHIFT-PB)","year":2025,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North; Surrey Memorial Hospital; University of Northern British Columbia; University of British Columbia","funders":"BC Cancer Foundation","keywords":"Medicine; Common Terminology Criteria for Adverse Events; Breast cancer; Context (archaeology); Radiation therapy; Adverse effect; Clinical endpoint; Dose fractionation; Randomized controlled trial; Quality of life (healthcare); Breast-conserving surgery; Oncology; Cancer; Internal medicine; Mastectomy; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003702775,0.001767477,0.002289129,0.0006881472,0.0004592387,0.001071805,0.001690839,0.00227042,0.01245575],"category_scores_gemma":[0.003844,0.0007972699,0.002079001,0.000510536,0.001481694,0.001123948,0.0007329936,0.003238736,0.001458475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055144,"about_ca_system_score_gemma":0.002940898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000815065,"about_ca_topic_score_gemma":0.001136096,"domain_scores_codex":[0.9982817,0.0008960788,0.00009325172,0.0003326003,0.0001723794,0.0002238819],"domain_scores_gemma":[0.9973376,0.0007239593,0.0007158314,0.0003867595,0.0002285769,0.0006071553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9128304,0.04565566,0.0007434432,0.0007312586,0.0006161854,0.00001879884,0.0001148248,0.001132516,0.004103347,0.0003795034,0.0008272685,0.03284679],"study_design_scores_gemma":[0.6815053,0.3139961,0.001072305,0.00004900783,0.0002646814,0.00002535188,0.00002858002,0.000588391,0.001050209,0.00033725,0.001068332,0.00001452243],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956839,0.002330896,0.00376222,0.000792575,0.0008659516,0.03160914,0.001160527,0.0002321302,0.002407512],"genre_scores_gemma":[0.9336945,0.001635121,0.01039792,0.001627941,0.0006072424,0.04652265,0.001010619,0.00007130449,0.004432585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245575,"threshold_uncertainty_score":0.04166865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549517014693099,"score_gpt":0.3544578334329421,"score_spread":0.3289626632860111,"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."}}