{"id":"W2027472137","doi":"10.1590/s0100-720320140005139","title":"Predictors of fluid intravasation during operative hysteroscopy: a preplanned prospective observational study with 200 cases","year":2015,"lang":"en","type":"article","venue":"Revista Brasileira Ginecologia e Obstetrícia","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Observational study; Intravasation; Hysteroscopy; Medicine; Prospective cohort study; Obstetrics; General surgery; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.000204015,0.0003175469,0.0006861467,0.0001563165,0.0001392553,0.00005197737,0.0001208223,0.0001162686,0.0002084991],"category_scores_gemma":[0.001690363,0.0002194283,0.00007498417,0.000528824,0.0001449823,0.0002683528,0.00006593772,0.0001852186,0.00003194396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185148,"about_ca_system_score_gemma":0.0003710212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000452037,"about_ca_topic_score_gemma":0.00004931814,"domain_scores_codex":[0.9979945,0.0001687522,0.0005522592,0.0005231323,0.0004611664,0.0003001843],"domain_scores_gemma":[0.9980747,0.0003346226,0.0002731079,0.0003889867,0.0007025565,0.0002260542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004801601,0.001836634,0.9949812,0.00009654174,0.0004856841,0.0003429217,0.0005635013,0.00008716992,0.0008506514,0.0001415326,0.0001065125,0.00002754218],"study_design_scores_gemma":[0.005344193,0.01064958,0.9804567,0.0001377767,0.0003453856,0.00005546297,0.001704959,0.00004938263,0.001040745,0.000006459259,0.00001340318,0.0001960182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955998,0.0001511358,0.00002606197,0.00002910391,0.0001254131,0.003247678,0.0001025447,0.0001245742,0.000593703],"genre_scores_gemma":[0.9979581,0.000002619041,0.0006996382,0.00004088486,0.00004188529,0.000437771,0.0002164091,0.00002873665,0.0005739069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452451,"threshold_uncertainty_score":0.8948027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07498616400395579,"score_gpt":0.3289723376988639,"score_spread":0.2539861736949081,"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."}}