{"id":"W4316254377","doi":"10.3899/jrheum.220773","title":"Patient Care Pathways for Pregnancy in Rare and Complex Rheumatic Diseases: Results From an International Survey","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"Medical Research Council","keywords":"Medicine; Pregnancy; Referral; Family medicine; Multidisciplinary approach; Health care; Obstetrics; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002224412,0.0001659315,0.0001745582,0.001082763,0.0002745033,0.000643275,0.000277363,0.000386133,0.0009993174],"category_scores_gemma":[0.00646481,0.000144503,0.0002987783,0.001732464,0.0003369677,0.0006615603,0.0009621222,0.000366778,0.0001241167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923217,"about_ca_system_score_gemma":0.0008541677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004516571,"about_ca_topic_score_gemma":0.003241345,"domain_scores_codex":[0.9977711,0.001088009,0.0003610592,0.0002387555,0.000242283,0.0002987622],"domain_scores_gemma":[0.9939898,0.001520845,0.003074656,0.0002066944,0.0005070248,0.0007010294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003101319,0.00003934312,0.9946547,0.00003850918,0.00001408643,0.00006667091,0.001385818,0.00005518596,0.00008646381,0.00002757986,0.0001746647,0.00342596],"study_design_scores_gemma":[0.000003451501,0.00009428422,0.9940562,0.00004161044,0.000009506462,0.0001742375,0.004830426,0.0001259577,0.00004165241,0.00001160228,0.0006072502,0.000003791267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982644,0.0002332068,0.0001450226,0.0001533054,0.000003096942,0.00002770475,0.0005429234,0.000003559324,0.0006268318],"genre_scores_gemma":[0.9991251,0.000215972,0.0001468946,0.00004912575,0.000002664351,0.00002142195,0.0003790639,0.000001450801,0.00005835296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004516571,"threshold_uncertainty_score":0.01176399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05601250261021479,"score_gpt":0.3301778831448841,"score_spread":0.2741653805346693,"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."}}