{"id":"W3213067759","doi":"10.3390/curroncol28060397","title":"Clinical Study of Sentinel Lymph Node Detection Using Photodynamic Eye for Abdominal Radical Trachelectomy","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Trachelectomy; Sentinel lymph node; Cervical cancer; Stage (stratigraphy); Biopsy; Indocyanine green; Radical Hysterectomy; Lymph node; Surgery; Sentinel node; Radiology; Cancer; Pathology; Internal medicine; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008409478,0.0001622962,0.0001962919,0.0002371448,0.0002308668,0.0003664308,0.0001796144,0.0002829317,0.0008044381],"category_scores_gemma":[0.003772726,0.0001177704,0.0001369863,0.0002063573,0.0003222939,0.000285436,0.0001975362,0.0002290186,0.0001951461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335152,"about_ca_system_score_gemma":0.0002588473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005110715,"about_ca_topic_score_gemma":0.0009864109,"domain_scores_codex":[0.9996301,0.0001607055,0.00003092318,0.00006319491,0.00007492967,0.00004017051],"domain_scores_gemma":[0.9989054,0.0005331108,0.0002750564,0.00004460663,0.0001190678,0.0001227356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009976,0.00008821605,0.9883332,0.00002845568,0.00001789506,0.00138989,0.0001082028,0.000101274,0.001692474,0.00003422105,0.00009684204,0.007099458],"study_design_scores_gemma":[0.0000928167,0.002768823,0.9836082,0.00002079269,0.00007205397,0.009218082,0.000311685,0.001143101,0.00134554,0.00006773791,0.001336577,0.00001470244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988213,0.0004159467,0.0001164698,0.00002637632,0.000005029872,0.0000137276,0.00002367346,0.000001500419,0.0005759619],"genre_scores_gemma":[0.9996742,0.0001020104,0.00007427274,0.00001993495,0.000007727928,0.000006592056,0.00003517717,6.035441e-7,0.00007951601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008409478,"threshold_uncertainty_score":0.004447401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1615851434231687,"score_gpt":0.4872595479171637,"score_spread":0.325674404493995,"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."}}