{"id":"W2399405744","doi":"10.1016/j.jval.2016.03.666","title":"SINGLE DOSE INTRAOPERATIVE RADIOTHERAPY FOR BREAST CANCER: NICE RECOMMENDATIONS REVISITED","year":2016,"lang":"en","type":"article","venue":"Value in Health","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nice; Medicine; Radiation therapy; Breast cancer; Intraoperative radiotherapy; Medical physics; Cancer; Oncology; Radiology; Internal medicine; Computer science","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":[0.07939685,0.001470058,0.007112335,0.004570681,0.002819564,0.01188394,0.00892336,0.03123601,0.006844827],"category_scores_gemma":[0.2459702,0.002074852,0.008281304,0.008023641,0.007897314,0.007490132,0.005957885,0.0289128,0.002119081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008812967,"about_ca_system_score_gemma":0.02747716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03017157,"about_ca_topic_score_gemma":0.07699259,"domain_scores_codex":[0.9174905,0.04156294,0.01669573,0.002497787,0.01881823,0.002934864],"domain_scores_gemma":[0.7041364,0.2013117,0.01721545,0.007377506,0.05862406,0.01133487],"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":[0.0007803935,0.0001585067,0.002783426,0.008944662,0.001546001,0.0005337657,0.0006392048,0.0007810383,0.0004162325,0.03244738,0.8583721,0.09259724],"study_design_scores_gemma":[0.001643284,0.0004690133,0.008224615,0.04524517,0.002755988,0.000964881,0.001166092,0.0005820845,0.0003445367,0.04028958,0.8979536,0.0003610944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001536553,0.1393013,0.00205001,0.8241712,0.01376776,0.000291499,0.001909049,0.0001843716,0.01678821],"genre_scores_gemma":[0.0265623,0.07653904,0.01956218,0.8574075,0.01226176,0.001438591,0.002120397,0.0002355482,0.003872647],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07939685,"threshold_uncertainty_score":0.4198957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304483866082563,"score_gpt":0.3322148039629425,"score_spread":0.2991699653021169,"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."}}