{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057515,0.001106084,0.00187483,0.0038882,0.0001990294,0.0009888385,0.001161132,0.001120268,0.003015683],"category_scores_gemma":[0.00307965,0.0005925958,0.0006302149,0.003060848,0.0008441762,0.00121998,0.0008497665,0.001163831,0.001460607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005126729,"about_ca_system_score_gemma":0.001280553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002768067,"about_ca_topic_score_gemma":0.003676921,"domain_scores_codex":[0.9994065,0.0001482984,0.0001023084,0.00008959141,0.0002251525,0.00002819146],"domain_scores_gemma":[0.9984876,0.0009938356,0.0001863349,0.00003500764,0.0002549192,0.00004231145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004359804,0.00002524397,0.000452954,0.007116438,0.00007879609,0.0001015133,0.00002965132,0.000412786,0.0005354842,0.0006134671,0.009957597,0.9806325],"study_design_scores_gemma":[0.00009333117,0.0002381103,0.009116603,0.0153207,0.001096501,0.007753707,0.0002158526,0.002146468,0.003142678,0.003628038,0.9571083,0.0001396915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002453399,0.9972137,0.001027418,0.0002061395,0.0002272013,0.000007266241,0.00002454437,0.00002153119,0.001026965],"genre_scores_gemma":[0.002880452,0.9931493,0.001864332,0.0002862132,0.0005624547,0.00001579256,0.00007714616,0.000009960379,0.001154264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0038882,"threshold_uncertainty_score":0.0100885,"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."}}