{"id":"W4223501521","doi":"10.2196/28676","title":"Helping Children to Participate in Human Papillomavirus–Related Discussions: Mixed Methods Study of Multimedia Messages","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Genital warts; Vaccination; Perception; Medicine; Human papillomavirus; Multimedia; Psychology; Family medicine; Medical education; Human immunodeficiency virus (HIV); Computer science; Immunology","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":[0.01416433,0.001288,0.001529368,0.00163497,0.002124344,0.001963299,0.001238896,0.001556641,0.003266556],"category_scores_gemma":[0.01858324,0.001138762,0.001590915,0.001071729,0.001007302,0.001497604,0.001565975,0.001272588,0.0004174914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872412,"about_ca_system_score_gemma":0.002221544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385471,"about_ca_topic_score_gemma":0.003992329,"domain_scores_codex":[0.9914953,0.00514731,0.0007780586,0.0009089403,0.0009515462,0.0007188349],"domain_scores_gemma":[0.9857661,0.01027836,0.001748351,0.0006109445,0.00107427,0.0005219405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01296015,0.1333293,0.18712,0.00826949,0.001360721,0.001429829,0.4159563,0.0008739812,0.01198794,0.001662141,0.001317603,0.2237326],"study_design_scores_gemma":[0.01107585,0.2163717,0.3760071,0.002761875,0.002569339,0.001304759,0.3457038,0.00345253,0.01799092,0.00207293,0.02017929,0.0005099195],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955276,0.0002638228,0.0007906741,0.00006490604,0.00001652797,0.002633745,0.0001132478,0.000009494003,0.0005799408],"genre_scores_gemma":[0.9651939,0.001040419,0.01063166,0.0004209855,0.0000587318,0.02076717,0.0002265085,0.00001647362,0.001644166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01416433,"threshold_uncertainty_score":0.07490903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223653560217741,"score_gpt":0.5454926217033185,"score_spread":0.4231272656815444,"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."}}