{"id":"W4409148246","doi":"10.2196/69609","title":"The Impact of a Human Papillomavirus Facebook-Based Intervention (#HPVVaxTalks) Among Young Black (African American and Sub-Saharan African Immigrants) Adults: Pilot Pre- and Poststudy","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human papillomavirus vaccine; Young adult; Intervention (counseling); Medicine; Family medicine; Social media; Vaccination; Ethnic group; Cervical cancer; Gerontology; Cancer; Nursing; Gardasil; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001881395,0.0006562931,0.0005595658,0.0003791953,0.001172207,0.0004716244,0.0005049752,0.0007483988,0.004512176],"category_scores_gemma":[0.002359908,0.0004304662,0.0007470285,0.0001457479,0.0004419991,0.0005771258,0.001123231,0.0008212387,0.0003973203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007781219,"about_ca_system_score_gemma":0.001756603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003790939,"about_ca_topic_score_gemma":0.00888833,"domain_scores_codex":[0.9990548,0.0003777395,0.00006755842,0.00009810775,0.00009994339,0.0003018029],"domain_scores_gemma":[0.998675,0.0004034541,0.0002076302,0.0000753003,0.000130292,0.0005083439],"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":[0.06943705,0.4082644,0.08290414,0.002361218,0.00065355,0.0004367142,0.01496452,0.0008809368,0.02266073,0.0002955378,0.003214598,0.3939267],"study_design_scores_gemma":[0.02434619,0.5040786,0.4509846,0.0002347573,0.000606089,0.0001005071,0.004723466,0.0007796565,0.0085537,0.0002208538,0.0053067,0.00006481539],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976914,0.00002476503,0.00004340339,0.00005886249,0.00001579583,0.001578882,0.00008376369,0.00001253023,0.0004906368],"genre_scores_gemma":[0.9901462,0.0001127093,0.001349956,0.0002012892,0.00004268381,0.006405334,0.0001636987,0.000005011071,0.001573028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004512176,"threshold_uncertainty_score":0.0150947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306701001629713,"score_gpt":0.4225895189858844,"score_spread":0.3919194188229131,"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."}}