{"id":"W4240257889","doi":"10.1016/j.jpag.2018.03.010","title":"Adnexal Torsion","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric and Adolescent Gynecology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ovarian torsion; Torsion (gastropod); Fallopian tube; Presentation (obstetrics); Gynecology; Adnexal Diseases; General surgery; Surgery; Laparoscopy","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":[],"consensus_categories":[],"category_scores_codex":[0.000153483,0.00008308229,0.0002523609,0.000126935,0.00004971315,0.00000723431,0.00003696997,0.0000768353,0.0003142278],"category_scores_gemma":[0.00009354573,0.00005773328,0.00007795647,0.00009285778,0.00005430331,0.00004499304,0.00002432875,0.0001412197,0.00002494674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007496473,"about_ca_system_score_gemma":0.0001498996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001392894,"about_ca_topic_score_gemma":0.000001659242,"domain_scores_codex":[0.9993168,0.00002679712,0.0002771552,0.0001010387,0.0001275978,0.0001506481],"domain_scores_gemma":[0.9993153,0.00006299,0.0002008127,0.00007263249,0.0001684498,0.000179843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002875388,0.0007688724,0.8908296,0.00006642597,0.00007650281,0.0002329334,0.00007752141,2.292956e-7,0.00009321413,0.0001404112,0.08778756,0.01963918],"study_design_scores_gemma":[0.003476033,0.003540501,0.9521761,0.00003359798,0.0005329687,0.0004126256,0.00004842557,0.00000944738,0.0002620582,0.00009252488,0.03934396,0.00007176384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925208,0.002643631,0.0001067099,0.002820907,0.001089441,0.0001025142,0.000001555516,0.000006157671,0.0007082567],"genre_scores_gemma":[0.9897962,0.003965696,0.0006848193,0.001136437,0.004245107,8.480009e-7,6.564584e-7,0.000007416474,0.0001628815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06134648,"threshold_uncertainty_score":0.3440574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602100962222357,"score_gpt":0.2819881191142397,"score_spread":0.2659671094920161,"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."}}