{"id":"W4320728205","doi":"10.3390/curroncol30020173","title":"Risk Stratified Follow-Up for Endometrial Cancer: The Clinicians’ Perspective","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Medicine; Endometrial cancer; Perspective (graphical); Cancer; Internal medicine; Oncology; General surgery; Bioinformatics; Artificial intelligence; Biology; Computer science","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":[0.009790299,0.0001593094,0.0002967454,0.0003552274,0.002976493,0.004526412,0.0006958307,0.002412413,0.003878125],"category_scores_gemma":[0.02967667,0.0002621028,0.0002601996,0.0005441897,0.002433513,0.003737176,0.003638834,0.003520584,0.0005384694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866513,"about_ca_system_score_gemma":0.007005706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006146417,"about_ca_topic_score_gemma":0.01561886,"domain_scores_codex":[0.9845976,0.01281603,0.0004961733,0.0004178109,0.0008522455,0.0008202447],"domain_scores_gemma":[0.9833034,0.01020509,0.00165903,0.0002874364,0.001779564,0.002765498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000329785,0.0004448778,0.06470522,0.004341865,0.00009665678,0.01117968,0.546643,0.0004214417,0.001611367,0.02320881,0.06606789,0.2809494],"study_design_scores_gemma":[0.00006009654,0.0005289026,0.01373016,0.005836573,0.00005985631,0.007986655,0.6795871,0.0002715283,0.0005233675,0.008493327,0.2828461,0.00007634209],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2661277,0.06872168,0.002883549,0.5990618,0.002917525,0.0001768262,0.0001787003,0.00002884374,0.05990335],"genre_scores_gemma":[0.8771603,0.03987902,0.003874974,0.07223255,0.0009910372,0.0001347236,0.00006283774,0.00002308961,0.00564137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009790299,"threshold_uncertainty_score":0.05177671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.215475132604646,"score_gpt":0.4882577618013937,"score_spread":0.2727826291967477,"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."}}