{"id":"W4295799386","doi":"10.22541/au.166314431.13710316/v1","title":"Antenatal corticosteroid prophylaxis at late preterm gestation: Clinical guidelines vs clinical practice","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Cancer Care Nova Scotia; Dalhousie University","funders":"Canadian Institutes of Health Research; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; BC Children's Hospital","keywords":"Nova scotia; Medicine; Gestation; Gestational age; Population; Cohort; Pregnancy; Pediatrics; Obstetrics; Cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01859293,0.0002932733,0.0009352214,0.0005952521,0.0003956253,0.002269049,0.0009397737,0.001558708,0.001496643],"category_scores_gemma":[0.06827528,0.0002759373,0.0007201209,0.001820153,0.001418036,0.0008646552,0.000664573,0.001087944,0.0002572923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007065521,"about_ca_system_score_gemma":0.01230781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04339725,"about_ca_topic_score_gemma":0.07670034,"domain_scores_codex":[0.9821184,0.01113205,0.001861772,0.001190469,0.003193401,0.000503958],"domain_scores_gemma":[0.9501688,0.01835786,0.02385408,0.001168814,0.004806265,0.001644174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09464675,0.001342648,0.474579,0.03152632,0.007823895,0.0001867394,0.001294044,0.002037533,0.0007450238,0.004355982,0.02277124,0.3586909],"study_design_scores_gemma":[0.1021706,0.02034195,0.7479136,0.04883363,0.01543706,0.0005904947,0.002130552,0.005444018,0.0008488587,0.002676239,0.05343991,0.0001731729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5699915,0.3472186,0.00160195,0.05398447,0.002758971,0.003250108,0.004071352,0.00003958832,0.01708351],"genre_scores_gemma":[0.9654183,0.02493422,0.001399526,0.005435993,0.000971621,0.0007376266,0.0006836441,0.000009366309,0.0004095752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04339725,"threshold_uncertainty_score":0.09832996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2769512407841195,"score_gpt":0.5528152580105199,"score_spread":0.2758640172264004,"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."}}