{"id":"W4399069733","doi":"10.1016/j.jogc.2024.102492","title":"Detection of Small for Gestational Age Neonates with a Routine 36 Week Pregnancy Scan in the Low-Risk Obstetrics Population","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Obstetrics; Medicine; Small for gestational age; Pregnancy; Gestational age; Population; High risk pregnancy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002794484,0.00009778939,0.0002722776,0.0003568125,0.00005159426,0.00001815428,0.00007021749,0.00008509671,0.000008842228],"category_scores_gemma":[0.00227177,0.00006018264,0.0000566081,0.0005725501,0.00003079425,0.0000551478,0.000009796338,0.0002867531,2.526257e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000478026,"about_ca_system_score_gemma":0.0005826738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009467252,"about_ca_topic_score_gemma":0.03822655,"domain_scores_codex":[0.9990445,0.00004151679,0.0004302911,0.0001040477,0.0002367066,0.0001428832],"domain_scores_gemma":[0.9962171,0.003151888,0.0002980113,0.00007500991,0.0002047237,0.00005324032],"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":[0.00006386028,0.0001523065,0.4954665,0.0006172468,0.0001741845,0.002334833,0.0006151273,0.0002962709,0.0000504541,0.0009476613,0.0001397475,0.4991418],"study_design_scores_gemma":[0.001433774,0.001164966,0.9929139,0.0001016491,0.0001551601,0.0001208078,0.0002877447,0.001586705,0.0001214959,0.0006730519,0.001365443,0.0000753175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863771,0.008824578,0.002378784,0.000375561,0.001573468,0.0003606483,0.00002622056,0.00000661919,0.00007699121],"genre_scores_gemma":[0.9973417,0.0002730627,0.002150638,0.00009815102,0.00001938709,0.0000084846,0.00001024577,0.00001157683,0.00008676136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4990665,"threshold_uncertainty_score":0.9971288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137882404806502,"score_gpt":0.241908426034373,"score_spread":0.2281201855537228,"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."}}