{"id":"W2024297365","doi":"10.1002/cncr.11676","title":"Innovations in the treatment of invasive cervical cancer","year":2003,"lang":"en","type":"article","venue":"Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Cervical cancer; Cancer; Gynecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005242007,0.0001000424,0.0002354493,0.00009143546,0.00002778797,0.000004221261,0.00004997155,0.00004709372,0.001336761],"category_scores_gemma":[0.00005163392,0.00005568262,0.00006730971,0.0009250646,0.00004883992,0.0000254216,0.000003179726,0.00005768999,0.000008090398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279701,"about_ca_system_score_gemma":0.0002910479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460124,"about_ca_topic_score_gemma":0.001469607,"domain_scores_codex":[0.9992835,0.00004118753,0.0002031093,0.0001443661,0.0001727428,0.0001550825],"domain_scores_gemma":[0.9995152,0.0001230585,0.00005230931,0.0001805667,0.00008576144,0.00004305653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000470301,0.002526127,0.9173677,0.0001432647,0.0003795274,0.00005934409,0.003517329,0.0000573467,0.002065373,0.008450616,0.001235408,0.06372769],"study_design_scores_gemma":[0.01753687,0.002066435,0.7170951,0.0002582636,0.0004936933,0.00001635166,0.001038925,0.000008328487,0.0542971,0.001629566,0.2052948,0.000264518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795007,0.007047289,0.000006269978,0.002546968,0.0002362562,0.0005257642,0.00003959165,0.0000093503,0.01008785],"genre_scores_gemma":[0.9939297,0.003562517,0.00005828097,0.00117065,0.0001268706,0.0005860777,0.000009422159,0.000008772358,0.0005476957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2040594,"threshold_uncertainty_score":0.9995762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06435459384375002,"score_gpt":0.355675910944742,"score_spread":0.291321317100992,"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."}}