{"id":"W1973770393","doi":"10.3802/jgo.2010.21.1.1","title":"Global cooperation in gynecologic cancer","year":2010,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Breast cancer; General surgery; Cancer; Family medicine; Gynecology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001146945,0.0001257173,0.0006165514,0.0001805643,0.00005394576,0.00001573009,0.0002049371,0.0004141167,0.01698601],"category_scores_gemma":[0.002162845,0.000087166,0.0001300089,0.0004532665,0.0001723572,0.0001048599,0.00006641435,0.001060871,0.00003522111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032119,"about_ca_system_score_gemma":0.00188863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008845908,"about_ca_topic_score_gemma":0.009166288,"domain_scores_codex":[0.9983971,0.0001452722,0.0006254579,0.0001755511,0.0002769497,0.0003797201],"domain_scores_gemma":[0.9982222,0.0004926663,0.0002560421,0.0001397401,0.0006436807,0.0002457025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001556167,0.00149959,0.5985895,0.00005260374,0.00008186455,0.001597973,0.0000950347,0.0001588657,0.005727128,0.001628555,0.009249348,0.3797634],"study_design_scores_gemma":[0.004208037,0.004553993,0.9176648,0.000006231576,0.0000554967,0.0005804021,0.00009044164,0.0001682601,0.0001838667,0.001145949,0.07125048,0.00009202304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405482,0.0004414457,0.00003479792,0.01018679,0.001782639,0.0002906579,0.000004618738,0.00001273666,0.04669805],"genre_scores_gemma":[0.9952289,0.0005474132,0.0009507277,0.00238316,0.0006001338,0.00002476866,0.000002220984,0.000006851696,0.0002558443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796714,"threshold_uncertainty_score":0.9839126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013817622664646,"score_gpt":0.4305793481103474,"score_spread":0.4004411718837009,"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."}}