{"id":"W4402620713","doi":"10.1007/s00520-024-08851-2","title":"StrataXRT for the prevention of acute radiation dermatitis in breast cancer: a pilot study","year":2024,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; McMaster University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Pain medicine; Nursing research; Cancer; Dermatology; Internal medicine; Nursing; Pathology","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":[0.002121756,0.001083721,0.001984803,0.0006364001,0.0008453251,0.0006383002,0.0007956636,0.001119255,0.004184051],"category_scores_gemma":[0.001387493,0.0004540819,0.001819197,0.0005425137,0.000918404,0.0005607765,0.0004579354,0.001545314,0.0004558676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004295613,"about_ca_system_score_gemma":0.001760381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002845,"about_ca_topic_score_gemma":0.003294492,"domain_scores_codex":[0.9990587,0.0005317616,0.00005570225,0.00008680202,0.00009462865,0.0001723918],"domain_scores_gemma":[0.9988157,0.000441319,0.0001273565,0.0001107348,0.00009156734,0.000413362],"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":[0.5299345,0.3149655,0.01399892,0.001409847,0.001799857,0.0006960182,0.001092858,0.0009887579,0.04728926,0.0001625117,0.0004886663,0.08717331],"study_design_scores_gemma":[0.03900224,0.9407359,0.01646172,0.0000345292,0.0006373835,0.0001110646,0.0001209454,0.0001345254,0.002213573,0.00003059177,0.0005072699,0.00001028604],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975802,0.0007127054,0.0001405525,0.00006866318,0.00002692345,0.0009536066,0.0001101957,0.00001326256,0.00039389],"genre_scores_gemma":[0.9938985,0.002604921,0.0009770696,0.0001741386,0.0001810012,0.0009621767,0.0002238764,0.00001045691,0.0009678023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004184051,"threshold_uncertainty_score":0.01399702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179317296940651,"score_gpt":0.3631712005372643,"score_spread":0.3452394708431992,"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."}}