{"id":"W2056120612","doi":"10.1016/j.brachy.2015.02.226","title":"Does It Matter What Metric Is Used to Record Skin Dose in Breast Brachytherapy?","year":2015,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Breast cancer; Nuclear medicine; Mastectomy; Skin cancer; Metric (unit); Radiation therapy; Radiology; 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":[0.01698934,0.0006347549,0.001891294,0.001883651,0.0007521452,0.004136865,0.001438541,0.001360097,0.002164695],"category_scores_gemma":[0.05137503,0.000429099,0.0008425906,0.003860757,0.001808801,0.002782076,0.0007249187,0.00126225,0.0008813071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191028,"about_ca_system_score_gemma":0.001581256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006882128,"about_ca_topic_score_gemma":0.00879189,"domain_scores_codex":[0.98664,0.009412986,0.001012104,0.000773553,0.001937044,0.0002242422],"domain_scores_gemma":[0.9798099,0.009251975,0.003995517,0.0021235,0.004435029,0.0003841435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003305532,0.0003358729,0.3393957,0.004922483,0.003473574,0.000198317,0.002014758,0.003573373,0.02534083,0.01326273,0.01650841,0.5876684],"study_design_scores_gemma":[0.0003039833,0.009711393,0.6789982,0.004245736,0.003984021,0.004689839,0.009315951,0.01515376,0.09138431,0.02640356,0.1551098,0.0006994187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5603192,0.1751769,0.1704759,0.03768956,0.007482348,0.0006200414,0.004152901,0.001138095,0.042945],"genre_scores_gemma":[0.8882654,0.02724129,0.07405982,0.003443894,0.000700597,0.0003257569,0.0007383157,0.0006704655,0.004554564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698934,"threshold_uncertainty_score":0.08984929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189376103941395,"score_gpt":0.2874136362389634,"score_spread":0.2684760258448239,"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."}}