{"id":"W2007125496","doi":"10.1016/j.fertnstert.2011.04.007","title":"Ultrasound automated volume calculation in reproduction and in pregnancy","year":2011,"lang":"en","type":"review","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"3D ultrasound; Antral follicle; Controlled ovarian hyperstimulation; Ultrasound; Assisted reproductive technology; Volume (thermodynamics); Medicine; In vitro fertilisation; Follicle; Gynecology; Pregnancy; Medical physics; Obstetrics; Computer science; Radiology; Ovary; Biology; Infertility; Internal medicine; Physics","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":[0.0004909962,0.0002288923,0.0009023728,0.0001646779,0.00003555851,0.0000191103,0.00002984501,0.0003259315,0.0001175541],"category_scores_gemma":[0.0003740746,0.0001992632,0.00007999122,0.0002779822,0.0001093638,0.0001237405,0.00003253805,0.0002945361,0.000009355124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009524894,"about_ca_system_score_gemma":0.00009510428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004118258,"about_ca_topic_score_gemma":0.0003805449,"domain_scores_codex":[0.9981964,0.0002516608,0.0006043054,0.0006864892,0.0000854582,0.0001756547],"domain_scores_gemma":[0.9992891,0.00003774849,0.0001122043,0.0004409589,0.0000342805,0.00008570285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002618354,0.0003779823,0.05834636,0.02302051,0.00003567177,0.000009979498,0.0004480426,1.496986e-7,9.46099e-7,0.000003098581,0.00005647303,0.9150825],"study_design_scores_gemma":[0.0005414878,0.00005305279,0.916418,0.003768821,0.0001083623,0.00003630819,0.00002124298,0.0001111344,1.384342e-7,0.00006574678,0.07873406,0.0001416368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04181029,0.9559067,0.00001629862,0.00002814167,0.0001766833,0.001161963,0.00001686584,0.000119075,0.0007639821],"genre_scores_gemma":[0.05533998,0.9438087,0.00005779743,0.00001947552,0.00001859163,0.00006527775,0.0001713765,0.00001611523,0.0005027237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9149408,"threshold_uncertainty_score":0.8125719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05941081543019473,"score_gpt":0.3185160518626317,"score_spread":0.2591052364324369,"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."}}