{"id":"W4302304055","doi":"10.1097/hco.0000000000000992","title":"Editorial introductions","year":2022,"lang":"en","type":"article","venue":"Current Opinion in Cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical school; Internal medicine; Medical education; Family medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004860262,0.0001096316,0.0004135983,0.0002168966,0.00009339658,0.000003486984,0.0001213679,0.00006249452,0.000184151],"category_scores_gemma":[0.0001917999,0.000119231,0.0002928165,0.0003344942,0.00007922166,0.00003096596,0.000277462,0.0007106673,0.00004193537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699353,"about_ca_system_score_gemma":0.0001161085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003509401,"about_ca_topic_score_gemma":1.308055e-7,"domain_scores_codex":[0.9984865,0.0003016628,0.0002528897,0.0003672387,0.0003451452,0.00024655],"domain_scores_gemma":[0.9992785,0.00004806053,0.00003648244,0.0005159597,0.00006210367,0.00005886779],"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":[0.00009915805,0.00007945109,0.01112021,0.00007250928,0.0001023957,0.000005555368,0.0001411493,0.00148163,0.00005133283,0.0009873509,0.9694067,0.01645255],"study_design_scores_gemma":[0.001401301,0.0001273625,0.005030484,0.00003156995,0.00003277264,0.001198718,0.00009359268,0.00001726047,0.000003037162,0.0003258446,0.9916329,0.0001051839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002496381,0.02565157,0.0004043976,0.0005440548,0.9687893,0.0004289472,0.00002569462,0.00008283962,0.001576838],"genre_scores_gemma":[0.1460249,0.003184936,0.0001426361,0.00002791709,0.8492876,0.0007570276,0.0004242906,0.00004001342,0.0001107429],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1435285,"threshold_uncertainty_score":0.4862097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785489602207591,"score_gpt":0.3487614111971384,"score_spread":0.3109065151750625,"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."}}