{"id":"W3197366800","doi":"10.1016/j.placenta.2021.07.059","title":"Project SWAVE 2.0: A Multimodal Placental Imaging Study","year":2021,"lang":"en","type":"article","venue":"Placenta","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"B.C. Women's Hospital & Health Centre; University of British Columbia","funders":"","keywords":"Obstetrics; Medicine","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":[0.0001267911,0.0001494196,0.0002228011,0.00005858004,0.00008300631,0.00004129688,0.00006817105,0.00003539569,0.000161654],"category_scores_gemma":[0.0005056017,0.0001356619,0.00007375265,0.0001892128,0.00003046535,0.00007246529,0.0001544217,0.0002215967,0.0001092339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009183328,"about_ca_system_score_gemma":0.0001805955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004148094,"about_ca_topic_score_gemma":0.0000828867,"domain_scores_codex":[0.9987966,0.0000649627,0.000184814,0.0003375816,0.0003151377,0.0003008701],"domain_scores_gemma":[0.9992946,0.0001570335,0.00003872995,0.0002992887,0.0000698249,0.0001405112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003871122,0.001712728,0.9777775,0.00003652481,0.00009640784,0.002835838,0.00111249,0.000006893384,0.0008308375,0.00003133155,0.009563375,0.005608974],"study_design_scores_gemma":[0.02497449,0.0009160513,0.8914114,0.0005541699,0.0007003842,0.002410814,0.02866445,0.01764688,0.01882481,0.00003149388,0.01299828,0.0008668057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867156,0.0004183271,0.000130112,0.0004942886,0.0002702745,0.0006014943,0.00004061754,0.0001592474,0.01117005],"genre_scores_gemma":[0.9964789,0.00001342204,0.001697482,0.0004079255,0.0001632166,0.0000222738,0.0001374007,0.00002359813,0.001055794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08636612,"threshold_uncertainty_score":0.5532131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315674580467203,"score_gpt":0.311982024423399,"score_spread":0.288825278618727,"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."}}