{"id":"W4404473875","doi":"10.1111/ijd.17546","title":"One Acne™: A holistic management approach to improve overall skin quality and treatment outcomes in acne with or without sensitive skin","year":2024,"lang":"en","type":"review","venue":"International Journal of Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Windsor Clinical Research; University of Windsor; Western University","funders":"Galderma","keywords":"Medicine; Acne; Dermatology; Adapalene; Keratolytic; Acne treatment; Benzoyl peroxide; Irritation; Patient satisfaction; Tazarotene; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336606,0.0003846953,0.0006538013,0.0007631163,0.0004045258,0.001358023,0.0004890372,0.0006854839,0.005300844],"category_scores_gemma":[0.002222075,0.0001093331,0.00126901,0.0004722873,0.0002856783,0.001176427,0.001024292,0.001118731,0.0006859681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007442439,"about_ca_system_score_gemma":0.001743496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048737,"about_ca_topic_score_gemma":0.003095279,"domain_scores_codex":[0.9992531,0.000328416,0.0001283552,0.00006590564,0.0001506101,0.00007356402],"domain_scores_gemma":[0.9994274,0.00023782,0.0001297335,0.00002304664,0.0001271835,0.00005472994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003668117,0.0002039234,0.002141073,0.05017097,0.0007220097,0.000466971,0.0008378591,0.0002991791,0.001998321,0.007373554,0.02468177,0.9107375],"study_design_scores_gemma":[0.0003326616,0.001617044,0.01647759,0.06507771,0.00295584,0.005714994,0.002508149,0.0005358343,0.002155572,0.008800678,0.8937177,0.000106216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01307312,0.9456505,0.004439247,0.008770279,0.001206392,0.0004093202,0.0004055372,0.0001112549,0.02593436],"genre_scores_gemma":[0.1446652,0.823305,0.01507597,0.006691276,0.001143686,0.000545721,0.0007316625,0.00004332624,0.007798322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005300844,"threshold_uncertainty_score":0.0177331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08182940354685586,"score_gpt":0.4200110999284462,"score_spread":0.3381816963815903,"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."}}