{"id":"W3130307771","doi":"10.22541/au.161421643.34317711/v1","title":"Treating allergic diseases in pregnancy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pregnancy; Medicine; Asthma; Allergy; Disease; Intensive care medicine; Affect (linguistics); Allergic asthma; Clinical trial; Immunology; Pediatrics; Internal medicine; Psychology","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":[0.0006445613,0.0002300678,0.0003846397,0.0005252933,0.0002335922,0.0006721805,0.0002564303,0.0007111955,0.003367958],"category_scores_gemma":[0.002087584,0.00009742688,0.0004405832,0.0003835253,0.0001952336,0.0004646132,0.0005034704,0.001019106,0.0009182412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302862,"about_ca_system_score_gemma":0.0009613598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167284,"about_ca_topic_score_gemma":0.00229672,"domain_scores_codex":[0.9995127,0.0002259536,0.00006480609,0.0000342828,0.0001215537,0.00004075678],"domain_scores_gemma":[0.9995858,0.000238143,0.00006714613,0.00001353115,0.00006682709,0.00002853262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001455523,0.00007876165,0.0008163913,0.009198714,0.00009725154,0.0006094073,0.0002419122,0.0001301855,0.001211432,0.002440964,0.03819524,0.9468343],"study_design_scores_gemma":[0.00007280106,0.0002625913,0.003913689,0.01315973,0.0002355776,0.004384161,0.0002907663,0.0000822181,0.0009015311,0.002558391,0.9741228,0.0000157167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001780994,0.9829271,0.0004011549,0.004359115,0.0009849336,0.00002332313,0.00006615467,0.00002332342,0.009433904],"genre_scores_gemma":[0.01308269,0.9806433,0.001039143,0.00197373,0.0006645134,0.00002847434,0.0001013522,0.000005934934,0.002460828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003367958,"threshold_uncertainty_score":0.01126695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121787507010242,"score_gpt":0.3244769468650338,"score_spread":0.2932590717949314,"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."}}