{"id":"W3207429229","doi":"10.1111/pde.14829","title":"Low‐dose oral isotretinoin in a young female with dissecting cellulitis","year":2021,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Guelph General Hospital","funders":"","keywords":"Medicine; Isotretinoin; Dermatology; Cellulitis; Pediatrics; Acne","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":[0.0001299232,0.0008208483,0.0009407341,0.0009385943,0.001089562,0.0005972118,0.0004099725,0.002148588,0.001262079],"category_scores_gemma":[0.0008290116,0.0003900753,0.0005101254,0.0005951313,0.0005599809,0.0008256532,0.000490435,0.00178157,0.0003950822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008408409,"about_ca_system_score_gemma":0.0006337261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244766,"about_ca_topic_score_gemma":0.003826194,"domain_scores_codex":[0.9998028,0.00001642448,0.00002151412,0.00005914151,0.00003604012,0.00006412169],"domain_scores_gemma":[0.9995511,0.00008398973,0.0001010916,0.00001645712,0.00002534347,0.0002220006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002681608,0.00003789674,0.004921468,0.00001518493,0.000003769728,0.9927675,0.000104699,0.00003280321,0.0006684848,0.00006821998,0.0001858271,0.001167344],"study_design_scores_gemma":[0.000009508646,0.0001212157,0.007152791,0.00001217625,0.000008950983,0.9915518,0.0001355334,0.0001158806,0.0002857604,0.00004470936,0.0005556918,0.00000601132],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977949,0.005900414,0.001843815,0.004734151,0.0004226131,0.0001183255,0.0002560879,0.0001517121,0.008623951],"genre_scores_gemma":[0.9939654,0.002218951,0.0006519613,0.00101785,0.0002707702,0.00001242715,0.00007338265,0.00001750582,0.001771665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002244766,"threshold_uncertainty_score":0.006100774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0084800334680802,"score_gpt":0.2533477214188021,"score_spread":0.2448676879507219,"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."}}