{"id":"W4399490035","doi":"10.2196/57172","title":"Exploring Acceptability, Barriers, and Facilitators for Digital Health in Dermatology: Qualitative Focus Groups With Dermatologists, Nurses, and Patients","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Focus group; Health care; Medicine; Qualitative research; Skin care; Nursing; Dermatology; Digital health; Family medicine; Business; Sociology","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":[0.02209407,0.0007102689,0.0006710018,0.001136406,0.005964112,0.001879859,0.001570455,0.001576095,0.002978565],"category_scores_gemma":[0.01872915,0.0006449159,0.0005571311,0.0008365621,0.00455588,0.002315067,0.00475927,0.001674886,0.0003207401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004284193,"about_ca_system_score_gemma":0.005322293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004234214,"about_ca_topic_score_gemma":0.007490274,"domain_scores_codex":[0.9881833,0.008972511,0.0003809972,0.0005278288,0.0005128208,0.001422638],"domain_scores_gemma":[0.9700281,0.02501597,0.001294519,0.0004560697,0.001798348,0.00140698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001055896,0.0003115469,0.005527135,0.0003201045,0.000007470157,0.0003561625,0.9838917,0.00004496527,0.001658774,0.0002270351,0.0002749651,0.007274645],"study_design_scores_gemma":[0.00006523598,0.0004791888,0.00514654,0.0003155131,0.00001741386,0.0001767525,0.9890046,0.0001423861,0.001238243,0.0003531053,0.003036505,0.00002451548],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946973,0.0002926127,0.001647467,0.0008531447,0.0000334116,0.001010937,0.00007635064,0.00001039466,0.001378214],"genre_scores_gemma":[0.9907116,0.0005591291,0.002784497,0.00105065,0.00002652838,0.003419772,0.0000542268,0.00001064056,0.001382873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02209407,"threshold_uncertainty_score":0.116846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491464136091624,"score_gpt":0.3301669766325422,"score_spread":0.295252335271626,"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."}}