{"id":"W2100613760","doi":"10.1148/rg.344130009","title":"Early Cervical Carcinoma and Fertility-sparing Treatment Options: MR Imaging as a Tool in Patient Selection and a Follow-up Modality","year":2014,"lang":"en","type":"article","venue":"Radiographics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Trachelectomy; Magnetic resonance imaging; Cervical cancer; Radiology; Stage (stratigraphy); Cervical conization; Cervix; Parametrium; Parametrial; Radical Hysterectomy; Hysterectomy; Surgery; Cancer; Cervical intraepithelial neoplasia; Internal medicine","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":[0.002377697,0.0003858224,0.0004635036,0.001494706,0.000411256,0.0009801427,0.0005633141,0.001221068,0.0009930184],"category_scores_gemma":[0.005716828,0.0002353099,0.0001882361,0.0005137848,0.0005732324,0.00168262,0.0005480842,0.001019787,0.0003445329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830078,"about_ca_system_score_gemma":0.0006656814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112927,"about_ca_topic_score_gemma":0.001323356,"domain_scores_codex":[0.9993815,0.0003073178,0.00009298776,0.00004484394,0.0001244151,0.00004884196],"domain_scores_gemma":[0.9985839,0.0006870015,0.0002352313,0.0000759749,0.0002330464,0.000184784],"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":[0.001000199,0.0003987281,0.368648,0.000553293,0.00005070719,0.03076455,0.000934921,0.001019802,0.008871561,0.003301972,0.01295793,0.5714985],"study_design_scores_gemma":[0.000239176,0.003068952,0.5156144,0.004033417,0.0004305242,0.3149486,0.005066938,0.01414852,0.01152743,0.01060155,0.1199125,0.0004079197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5875838,0.2591912,0.03086389,0.07343183,0.001630093,0.0004340507,0.0004326656,0.0006416831,0.04579077],"genre_scores_gemma":[0.9242079,0.04244435,0.02236478,0.004616973,0.003652635,0.0001605506,0.000171862,0.00003595295,0.00234493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002377697,"threshold_uncertainty_score":0.01257467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690715487412443,"score_gpt":0.2635500956046581,"score_spread":0.2466429407305337,"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."}}