{"id":"W4402474743","doi":"10.2196/56939","title":"Designing a Culturally Relevant Digital Skin Cancer Prevention Intervention for Hispanic Individuals: Qualitative Exploration","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Skin Protection and Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute; Rutgers Cancer Institute of New Jersey","keywords":"Focus group; Skin cancer; Intervention (counseling); Medicine; Qualitative research; Cancer prevention; Gerontology; Psychology; Family medicine; Cancer; Nursing","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":[0.01219775,0.0005790634,0.0005767368,0.00103724,0.005622491,0.002238756,0.001517219,0.0009297192,0.003100485],"category_scores_gemma":[0.01121086,0.0004140097,0.0004566386,0.0009520716,0.004459812,0.00225926,0.005073649,0.001546823,0.0002178167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003640183,"about_ca_system_score_gemma":0.007257543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003628363,"about_ca_topic_score_gemma":0.008130202,"domain_scores_codex":[0.9945709,0.004385112,0.0001044853,0.0002016682,0.0002240404,0.0005137231],"domain_scores_gemma":[0.9935117,0.005047973,0.0002886541,0.0001553031,0.0004530421,0.0005433551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006356205,0.0002659827,0.002424849,0.0006459525,0.000007868475,0.0007651106,0.975013,0.0000822977,0.001086277,0.001776173,0.0008317388,0.01703725],"study_design_scores_gemma":[0.00001829552,0.00008426941,0.0006718227,0.0003146302,0.000008554003,0.00008103794,0.9913659,0.000105236,0.0003608058,0.0005890095,0.006393101,0.000007367629],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978709,0.0006918011,0.006369819,0.003209892,0.0001078119,0.002272966,0.0002092451,0.00003345308,0.00839603],"genre_scores_gemma":[0.9809408,0.001217593,0.00991566,0.001442474,0.00002296407,0.003283661,0.00008782057,0.00003121473,0.003057953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219775,"threshold_uncertainty_score":0.06450862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690046499014796,"score_gpt":0.5169473113253524,"score_spread":0.3479426614238729,"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."}}