{"id":"W4402243805","doi":"10.2196/55043","title":"A Proposed mHealth Intervention to Address Patient Barriers to Colposcopy Attendance: Qualitative Interview Study of Clinic Staff and Patient Perspectives","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institutes of Health; National Cancer Institute; Rutgers Cancer Institute of New Jersey; Prevent Cancer Foundation","keywords":"Colposcopy; Medicine; Attendance; Psychological intervention; Intervention (counseling); Family medicine; Regret; Psychosocial; Feeling; Cervical cancer; Qualitative research; Nursing; Psychology; Psychiatry; Cancer; Social psychology","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":[0.01476814,0.0005236873,0.00059772,0.0008203243,0.006159297,0.002377999,0.001652626,0.001462569,0.001792182],"category_scores_gemma":[0.01858076,0.0006097509,0.0004505472,0.0009781637,0.004017364,0.001941057,0.003460622,0.002062022,0.0002001302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005367202,"about_ca_system_score_gemma":0.008463135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006528296,"about_ca_topic_score_gemma":0.01035876,"domain_scores_codex":[0.9906582,0.007361408,0.0002561492,0.0003644603,0.0003692596,0.0009905521],"domain_scores_gemma":[0.9814511,0.01450779,0.001096188,0.0003160265,0.001281438,0.001347392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008474065,0.0002103577,0.005277613,0.0002471564,0.00000713889,0.0005159572,0.9823126,0.00005979657,0.001272596,0.0004233801,0.0005883967,0.009000272],"study_design_scores_gemma":[0.00003300344,0.0003246475,0.003831034,0.0002457153,0.00001361601,0.0001680172,0.988617,0.0002331777,0.0007502728,0.0002179628,0.005546339,0.00001921741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889874,0.0003626418,0.003715317,0.002909749,0.00005590821,0.001320396,0.0001939701,0.00002875856,0.002425781],"genre_scores_gemma":[0.9908372,0.0004244787,0.004692199,0.00115681,0.00002326239,0.00164076,0.00007341721,0.00001802383,0.001133749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01476814,"threshold_uncertainty_score":0.07810229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332569361564952,"score_gpt":0.5568036380092468,"score_spread":0.4235467018527516,"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."}}