{"id":"W4387208791","doi":"10.1016/j.ijrobp.2023.06.997","title":"Interim Analysis of a Non-Randomized Prospective Trial Comparing Hypofractionated Post-Mastectomy Radiotherapy (HF-PMRT) to Conventional Post-Mastectomy Radiotherapy (CF-PMRT) for Breast Cancer (BC) Patients","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Interim analysis; Mastectomy; Breast cancer; Radiation therapy; Prospective cohort study; Surgery; Clinical endpoint; Randomized controlled trial; Internal medicine; Cancer","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":[0.005687134,0.002307281,0.005091002,0.0003312758,0.0005762727,0.001573841,0.001121286,0.001775054,0.01110495],"category_scores_gemma":[0.006394965,0.000718921,0.005995767,0.0004538318,0.0008720252,0.001489652,0.0006669565,0.003593662,0.001362744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008206907,"about_ca_system_score_gemma":0.001367564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008406005,"about_ca_topic_score_gemma":0.001671151,"domain_scores_codex":[0.9971034,0.001859253,0.0001849261,0.0003515012,0.0001332049,0.0003676389],"domain_scores_gemma":[0.9956992,0.002113707,0.0007765905,0.0006103364,0.0002702412,0.0005298762],"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":[0.9935473,0.0008276812,0.0003717895,0.0001679351,0.002012364,0.00001552596,0.00001155543,0.0002347707,0.000332758,0.00004945922,0.0002940043,0.002134793],"study_design_scores_gemma":[0.926502,0.06160016,0.004560317,0.00004825294,0.004978057,0.00003419779,0.00002920087,0.0006541155,0.0004171575,0.0004351755,0.0007178044,0.00002344231],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722108,0.008398177,0.002638895,0.0012186,0.002019316,0.004298892,0.004630121,0.0002711809,0.004313994],"genre_scores_gemma":[0.9804914,0.001380455,0.002574587,0.001439246,0.0005752725,0.004296834,0.003662245,0.00007024543,0.005509717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110495,"threshold_uncertainty_score":0.03714973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497540675649958,"score_gpt":0.3460310780260686,"score_spread":0.3310556712695691,"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."}}