{"id":"W3182829618","doi":"10.1097/ede.0000000000001399","title":"A New Approach for Classifying Fetal Growth Restriction","year":2021,"lang":"en","type":"article","venue":"Epidemiology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Australian Government","keywords":"Small for gestational age; Fetal growth; Medicine; Apgar score; Percentile; Intrauterine growth restriction; Birth weight; Obstetrics; Pediatrics; Gestational age; Fetus; Growth restriction; Pregnancy; Statistics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007310584,0.00137132,0.0009645242,0.006599743,0.000950787,0.002802559,0.002198785,0.001450061,0.002523539],"category_scores_gemma":[0.02062795,0.0003871784,0.002285326,0.002803385,0.001365749,0.002829257,0.002778785,0.002608929,0.0009742095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083613,"about_ca_system_score_gemma":0.002479617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009335772,"about_ca_topic_score_gemma":0.005811757,"domain_scores_codex":[0.9938422,0.002020334,0.0006180515,0.001542697,0.001635299,0.0003412776],"domain_scores_gemma":[0.9893641,0.005613455,0.001619558,0.0009565529,0.002055313,0.000390843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007151804,0.0005582588,0.6225742,0.0003939358,0.001220775,0.0003662744,0.001307121,0.05063607,0.004010573,0.01979789,0.007943108,0.2904766],"study_design_scores_gemma":[0.0001174592,0.0004036325,0.08109634,0.0001891221,0.0003390522,0.001248039,0.000772136,0.8473736,0.001652077,0.05979642,0.0068516,0.0001604634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1102263,0.000683278,0.8786346,0.002143508,0.0001941997,0.0005571614,0.00331011,0.0007359789,0.003514732],"genre_scores_gemma":[0.6914157,0.0003307468,0.3026182,0.0003989876,0.0002223383,0.0005618015,0.00312394,0.00007803758,0.001250187],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009335772,"threshold_uncertainty_score":0.03866255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480144562629752,"score_gpt":0.364045435813859,"score_spread":0.2160309795508838,"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."}}