{"id":"W2728485935","doi":"10.1097/pec.0000000000001237","title":"Ovarian Torsion in a Pediatric Patient","year":2017,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Ovarian torsion; Abdominal pain; Emergency department; White blood cell; Surgery; Fallopian tube; Ultrasound; Ovary; Pelvic pain; Radiology; Internal medicine; Nursing","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":[0.0000803144,0.0002141582,0.0002967741,0.000218685,0.0003032435,0.00002303135,0.0001699209,0.0001193851,0.0006948519],"category_scores_gemma":[0.0001340581,0.0001869792,0.0001721558,0.0002232719,0.0000107936,0.000123128,0.0001215279,0.0001702072,0.000119854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584801,"about_ca_system_score_gemma":0.000191893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006780191,"about_ca_topic_score_gemma":0.0003684756,"domain_scores_codex":[0.9983711,0.00002571417,0.0004074906,0.0004472103,0.0003477096,0.0004007569],"domain_scores_gemma":[0.9986151,0.00001249847,0.0002163149,0.0007885597,0.0001632543,0.0002042752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000377231,0.0002595663,0.9851761,0.0002074222,0.00001268992,0.0001668768,0.001302936,0.000003175715,0.000001935188,0.00008587206,0.0062886,0.006457144],"study_design_scores_gemma":[0.001615473,0.0003529306,0.9929249,0.00001154494,0.0003367975,0.000005120657,0.0002799774,0.000008182753,0.00004092452,0.00004804738,0.00417153,0.0002045933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965857,0.01267878,0.000004715395,0.0009008881,0.002470225,0.0006583494,0.00002567808,0.00004775052,0.0173566],"genre_scores_gemma":[0.9814324,0.01592634,0.000267273,0.00004959996,0.001950332,0.0001452192,0.00003668845,0.00003009559,0.0001620333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01719457,"threshold_uncertainty_score":0.7624792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566030840161942,"score_gpt":0.291170650014633,"score_spread":0.2755103416130136,"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."}}