{"id":"W2965951732","doi":"10.1136/ijgc-00009577-200610001-00697","title":"Endometrial Biopsy Poor Predictor Of Papillary Serous Histololgy","year":2006,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Serous fluid; Medicine; Biopsy; 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":[0.0004259498,0.0003075354,0.0003362105,0.001164145,0.0005397456,0.0006519287,0.0004050437,0.0007747757,0.004751115],"category_scores_gemma":[0.005435361,0.0003640696,0.0003873773,0.0006272281,0.0004675802,0.0004855512,0.0003680594,0.000615154,0.0004212989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537892,"about_ca_system_score_gemma":0.0005611529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439178,"about_ca_topic_score_gemma":0.002444303,"domain_scores_codex":[0.9997275,0.00009000159,0.00003587528,0.00003099026,0.00004219449,0.00007343201],"domain_scores_gemma":[0.9963599,0.001569487,0.0007203337,0.0002609545,0.0003204807,0.0007688312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003301336,0.00002544379,0.995372,0.00002343489,0.00006036055,0.001124719,0.0000405699,0.00004380097,0.001399545,0.00002690616,0.000124015,0.001429052],"study_design_scores_gemma":[0.00001532294,0.000122127,0.9927911,0.00002027611,0.0001462133,0.004700053,0.0003292273,0.0005768269,0.0007442528,0.00008758926,0.0004594863,0.000007643237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973338,0.0008135681,0.0001629346,0.0001744111,0.00004755234,0.000008777225,0.0001642219,0.00001288795,0.001281921],"genre_scores_gemma":[0.9993151,0.0001806911,0.0001000423,0.00002762766,0.00003524834,0.000003064191,0.00009183339,0.000002733131,0.0002436181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004751115,"threshold_uncertainty_score":0.01589406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127167859292118,"score_gpt":0.3093032968523005,"score_spread":0.2880316182593793,"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."}}