{"id":"W4416373036","doi":"10.1016/j.ajog.2025.08.038","title":"Evaluating the Feasibility of Implementing an Intervention to Improve Vaccination Communication and Support Informed Decision Making in Pregnancy, a Multi-methods, Pre-post Study","year":2025,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Intervention (counseling); Vaccination; Pregnancy; Behaviour change; Prenatal care; Communication skills; Public health","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":[0.01275249,0.001389713,0.001663154,0.0009899182,0.003134293,0.001365289,0.001238556,0.003197396,0.004752112],"category_scores_gemma":[0.0271864,0.001930778,0.001934442,0.0007273795,0.001481092,0.002436847,0.001709035,0.003417901,0.0007805188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329005,"about_ca_system_score_gemma":0.007218114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006393822,"about_ca_topic_score_gemma":0.006963433,"domain_scores_codex":[0.9908145,0.005435939,0.0008775128,0.0007301763,0.0009499239,0.001192064],"domain_scores_gemma":[0.981626,0.0109335,0.002553433,0.001242924,0.001552127,0.002091906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1501878,0.5852284,0.1101671,0.001846302,0.00102295,0.0003270145,0.009516456,0.002020638,0.003604304,0.0006464972,0.001254219,0.1341784],"study_design_scores_gemma":[0.06562697,0.7497631,0.1702951,0.0003166184,0.0009695138,0.00009359828,0.004162128,0.003446524,0.002950474,0.0005571566,0.001682639,0.0001361164],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950596,0.0000451129,0.0004359234,0.0001865089,0.00006611642,0.003555003,0.000133271,0.00001692267,0.000501639],"genre_scores_gemma":[0.9733686,0.0001926441,0.006539035,0.0004679202,0.0001146648,0.01784608,0.0002155623,0.00000960114,0.001245976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275249,"threshold_uncertainty_score":0.06744242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06856020828534125,"score_gpt":0.4985182916720444,"score_spread":0.4299580833867031,"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."}}