{"id":"W3192233617","doi":"10.2196/25918","title":"Supporting Self-management Among Young People With Acne Vulgaris Through a Web-Based Behavioral Intervention: Development and Feasibility Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIHR School for Primary Care Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Randomized controlled trial; Acne; Intervention (counseling); Quality of life (healthcare); Medicine; Self-management; Physical therapy; Nursing; Surgery; Dermatology; Computer science","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":[0.007394918,0.001393411,0.003181156,0.001331008,0.001193556,0.001478042,0.001571754,0.00313058,0.008386958],"category_scores_gemma":[0.00702293,0.0009962076,0.002501925,0.0009127346,0.001545527,0.001288067,0.001230442,0.002278584,0.0009462612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475021,"about_ca_system_score_gemma":0.004523868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808582,"about_ca_topic_score_gemma":0.003856458,"domain_scores_codex":[0.9952786,0.002815095,0.0004958361,0.0004325453,0.0004477892,0.000530137],"domain_scores_gemma":[0.9963179,0.001717568,0.0005785123,0.0002521418,0.0004112431,0.0007225607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8258858,0.1192748,0.002229631,0.005103566,0.001509405,0.0001665929,0.0007757971,0.0005217655,0.001809792,0.0002451328,0.0008014562,0.04167631],"study_design_scores_gemma":[0.8759419,0.1198593,0.002431935,0.000182399,0.0003696065,0.00001460339,0.000125448,0.0002406462,0.0002072147,0.00008308623,0.0005326868,0.00001119758],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.741071,0.001786896,0.002117342,0.0005452308,0.0007303144,0.2500948,0.001257722,0.0002049162,0.002191775],"genre_scores_gemma":[0.6114067,0.002040382,0.01326808,0.0008657683,0.0004518778,0.3691881,0.0006189557,0.0000218516,0.00213825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008386958,"threshold_uncertainty_score":0.03910857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306728800643951,"score_gpt":0.3225018521015641,"score_spread":0.3094345640951245,"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."}}