{"id":"W3025599776","doi":"10.9778/cmajo.20190215","title":"Perinatal health care providers’ approaches to recommending and providing pertussis vaccination in pregnancy: a qualitative study","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Université Laval; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Qualitative research; Vaccination; Medicine; Health care; Whooping cough; Obstetrics; Family medicine; Immunology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002464547,0.0001253143,0.0002754726,0.00008180041,0.0002368136,0.0001080217,0.0001594594,0.00005697929,0.00009098052],"category_scores_gemma":[0.0001041154,0.0001102114,0.00001883771,0.0002036182,0.000008874047,0.0003323646,0.0003421363,0.0001415296,0.00001690026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009074467,"about_ca_system_score_gemma":0.00006770037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226947,"about_ca_topic_score_gemma":0.001770676,"domain_scores_codex":[0.9987431,0.0004560501,0.0002342513,0.000361821,0.0000110302,0.000193742],"domain_scores_gemma":[0.9996971,0.0000619721,0.00007852326,0.0001016903,0.00002343982,0.00003727065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002429574,0.0001577996,0.02002434,0.0001556127,0.00007504322,0.000001247501,0.8953803,0.000001900497,0.00236686,0.0004618241,0.000561456,0.08057071],"study_design_scores_gemma":[0.004644583,0.003526424,0.0788296,0.0002780596,0.00002604071,0.00001323074,0.8974491,0.00001447101,0.002245624,0.00004142293,0.01247351,0.0004579677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845586,0.001002152,0.00006424305,0.01080933,0.0001602818,0.0029442,0.00002358021,0.00003661917,0.0004010278],"genre_scores_gemma":[0.9990112,0.00001092715,0.0002175142,0.0002052812,0.00001717803,0.0003866644,0.00003637396,0.00001298377,0.0001018527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08011275,"threshold_uncertainty_score":0.449429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686589236701375,"score_gpt":0.3680859933632577,"score_spread":0.1994270696931202,"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."}}