{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133253,0.0006641602,0.0004630724,0.001991376,0.0006395144,0.001269591,0.0006511708,0.001034166,0.005892473],"category_scores_gemma":[0.003671211,0.0004790625,0.0004071941,0.000942633,0.0005292709,0.000805325,0.001724323,0.001092552,0.001130188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708326,"about_ca_system_score_gemma":0.0008982833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486985,"about_ca_topic_score_gemma":0.0008225091,"domain_scores_codex":[0.9996784,0.0001139611,0.00002629052,0.00006855202,0.00007262764,0.00004020998],"domain_scores_gemma":[0.9991885,0.0002641549,0.00006511262,0.0001128308,0.0001572836,0.0002120885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00390586,0.002003196,0.429982,0.001151726,0.0006169715,0.1792184,0.00242811,0.004488005,0.1018674,0.009685754,0.0253782,0.2392743],"study_design_scores_gemma":[0.0010663,0.00463256,0.3456778,0.001218855,0.000885,0.4758846,0.002272397,0.01771207,0.03972363,0.009924361,0.1007348,0.0002675581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346759,0.005214045,0.0152796,0.003561803,0.0001857007,0.001218731,0.006327856,0.000465229,0.03307103],"genre_scores_gemma":[0.9463258,0.005708218,0.03385717,0.001185429,0.0004230301,0.0008363972,0.005669916,0.0007365962,0.005257364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005892473,"threshold_uncertainty_score":0.01971233,"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."}}