{"id":"W4399070361","doi":"10.1016/j.jogc.2024.102470","title":"Abstract Authors","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009981656,0.0004927313,0.0003237067,0.00161103,0.00169082,0.003381091,0.000790668,0.001275179,0.7092985],"category_scores_gemma":[0.005487049,0.0002483653,0.0003003608,0.0007297137,0.000378355,0.0009516231,0.001301516,0.001209653,0.5399917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354053,"about_ca_system_score_gemma":0.004052163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004343033,"about_ca_topic_score_gemma":0.007362699,"domain_scores_codex":[0.9991482,0.00009777924,0.00004719331,0.0001427519,0.0004199726,0.0001440902],"domain_scores_gemma":[0.9954305,0.0003007327,0.0001404142,0.0002932565,0.002756175,0.001078974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008557771,0.00006034976,0.001310562,0.0001239263,0.000005785689,0.0002248658,0.000116973,0.00006387605,0.0007088159,0.006221673,0.8239236,0.167154],"study_design_scores_gemma":[0.00001353081,0.00001210506,0.0006403843,0.00005640791,0.000003574782,0.0001431263,0.00007634043,0.00004439067,0.0003215346,0.0006502574,0.9980343,0.000003951764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00203763,0.0008595482,0.00167919,0.011295,0.01627044,0.0002813327,0.003044834,0.0009332942,0.9635987],"genre_scores_gemma":[0.006082835,0.0004179232,0.0005775152,0.001718882,0.0008254721,0.00006453147,0.001034666,0.0001628036,0.9891154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2907015,"threshold_uncertainty_score":0.4146504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211440990198947,"score_gpt":0.2537471789179069,"score_spread":0.2416327690159174,"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."}}