{"id":"W6907712609","doi":"10.25384/sage.c.6041377.v1","title":"The psychological impact of the COVID-19 pandemic and a SARS-CoV-2 testing programme on obstetric patients and healthcare workers","year":2022,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Health care; Triage; Anxiety; Test (biology); Descriptive statistics; Universal precautions; Patient satisfaction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001362755,0.0001970488,0.0002850281,0.0004271637,0.001353329,0.001105037,0.0003334068,0.0006815633,0.002703657],"category_scores_gemma":[0.005106355,0.0002298858,0.0005419106,0.0003911227,0.001093027,0.0006030032,0.00158032,0.001165287,0.0002106132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226213,"about_ca_system_score_gemma":0.001327135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007740975,"about_ca_topic_score_gemma":0.01153535,"domain_scores_codex":[0.9985071,0.0007532882,0.00009313678,0.00005767462,0.0001850915,0.000403721],"domain_scores_gemma":[0.9970027,0.0005908878,0.001097971,0.00006946055,0.0002217573,0.0010172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002807523,0.0004423767,0.9580051,0.000171626,0.00009306508,0.0008673255,0.02350671,0.00008050656,0.0003968891,0.00009014664,0.0007821764,0.01528329],"study_design_scores_gemma":[0.00002269153,0.0009071113,0.9143242,0.0001304167,0.00002814065,0.0007465381,0.08231153,0.00008108082,0.00008496954,0.00004219829,0.001293877,0.00002719542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983881,0.0002412395,0.00001551204,0.0005758318,0.0000143383,0.00001110959,0.00004280116,0.000001006274,0.000710207],"genre_scores_gemma":[0.9992822,0.0002171759,0.00003172392,0.0002560634,0.000017469,0.00001244357,0.00002832822,5.874784e-7,0.0001540503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007740975,"threshold_uncertainty_score":0.01539183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2198093138868026,"score_gpt":0.4025848275584111,"score_spread":0.1827755136716085,"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."}}