{"id":"W2888567495","doi":"10.1016/s1470-2045(18)30448-0","title":"Near-infrared fluorescence for detection of sentinel lymph nodes in women with cervical and uterine cancers (FILM): a randomised, phase 3, multicentre, non-inferiority trial","year":2018,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":344,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Sunnybrook Health Science Centre; Hôtel-Dieu de Québec","funders":"National Cancer Institute; National Institutes of Health","keywords":"Indocyanine green; Medicine; Lymph; Sentinel lymph node; Surgery; Lymph node; Cervical cancer; Surgical margin; Radiology; Cancer; Pathology; Internal medicine; Breast cancer; Resection","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":[0.001687073,0.001423326,0.001998993,0.0002733362,0.000321318,0.0009509166,0.0006800813,0.001882597,0.007643808],"category_scores_gemma":[0.002040283,0.0005455426,0.002290543,0.0003029243,0.001148445,0.0009124582,0.0004056825,0.002666956,0.0008622975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006385767,"about_ca_system_score_gemma":0.0006633783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097919,"about_ca_topic_score_gemma":0.002386161,"domain_scores_codex":[0.9994329,0.0003285735,0.00002509694,0.0000965542,0.00003829542,0.00007861285],"domain_scores_gemma":[0.9993517,0.0002862074,0.0001430792,0.00005774191,0.00002917006,0.000132074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9750337,0.001866164,0.0004463494,0.001050295,0.001088219,0.00003993207,0.00007215231,0.000287167,0.002821173,0.0001393205,0.0008018789,0.01635356],"study_design_scores_gemma":[0.9551398,0.04199513,0.00110516,0.00005576617,0.0005544015,0.00004002954,0.00003214814,0.0001630803,0.0002211505,0.0002006547,0.0004803578,0.00001237255],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783431,0.01224294,0.0009399623,0.001133052,0.0009928028,0.002951242,0.0008485387,0.0001055684,0.002442791],"genre_scores_gemma":[0.9813965,0.00585556,0.001996779,0.001676101,0.0005454045,0.003416394,0.0007434718,0.00002971877,0.004339986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007643808,"threshold_uncertainty_score":0.02557111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02975133024637914,"score_gpt":0.3510060640054008,"score_spread":0.3212547337590216,"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."}}