{"id":"W4411200585","doi":"10.1016/j.jogc.2025.102852","title":"DECIDE Communication Approach: Improving Patient-Provider Vaccination Communication in Pregnancy","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pregnancy; Vaccination; Obstetrics; Family medicine; Gynecology; Virology","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":[0.01017867,0.0004627593,0.0005383465,0.0008087037,0.002578637,0.002401665,0.001359658,0.001690339,0.01161725],"category_scores_gemma":[0.08799648,0.0004054389,0.000513919,0.0006464281,0.0003398104,0.002570877,0.002609246,0.002794438,0.001217603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00272793,"about_ca_system_score_gemma":0.01318192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01334003,"about_ca_topic_score_gemma":0.02161659,"domain_scores_codex":[0.9903211,0.006294587,0.0005952009,0.0004577704,0.001762992,0.000568321],"domain_scores_gemma":[0.9629192,0.02535559,0.00341038,0.0007959158,0.002652678,0.004866243],"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":[0.001503371,0.01416424,0.1552896,0.001684481,0.000296827,0.0006993455,0.03473357,0.00179006,0.001574241,0.002533172,0.05217381,0.7335572],"study_design_scores_gemma":[0.004676312,0.01167937,0.711423,0.007639364,0.002251075,0.002430932,0.1028786,0.02965304,0.007168077,0.01605345,0.103575,0.0005718322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8353373,0.002082573,0.01045654,0.1106641,0.001267418,0.002004379,0.0005833123,0.0006568035,0.03694759],"genre_scores_gemma":[0.9414657,0.002078787,0.04099935,0.008941952,0.0004151554,0.001245866,0.000291709,0.00004820326,0.00451333],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01334003,"threshold_uncertainty_score":0.05383062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141694627680637,"score_gpt":0.2557044805731482,"score_spread":0.2415350178050845,"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."}}