{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005114404,0.0001617195,0.0004073296,0.0001251208,0.00008048475,0.00001384118,0.00003934815,0.000121933,0.0001464501],"category_scores_gemma":[0.00007970719,0.0001201576,0.00006308204,0.0004553222,0.0000349799,0.00005690493,0.00004230644,0.000195726,0.00007209818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003392002,"about_ca_system_score_gemma":0.0001588769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165593,"about_ca_topic_score_gemma":0.0002958563,"domain_scores_codex":[0.9988777,0.00007596544,0.0002285555,0.0003051237,0.0001212937,0.0003913708],"domain_scores_gemma":[0.9994612,0.00008890679,0.00006224912,0.000192004,0.00007439045,0.0001212385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009974216,0.0003344696,0.9857755,0.0002177473,0.00003090227,0.01122751,0.0006124437,0.000002660487,0.00009706432,0.0000320931,0.0007931329,0.0007767213],"study_design_scores_gemma":[0.01089208,0.0004697978,0.9556504,0.0001171662,0.0005740362,0.02132971,0.001950572,0.0003770802,0.007208533,0.0000682793,0.0008512383,0.0005111361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933978,0.001373119,0.00007769691,0.0006739455,0.0002190481,0.0001813804,0.000003204821,0.00004718389,0.004026651],"genre_scores_gemma":[0.9977818,0.0002765346,0.0005858949,0.0002168657,0.0001887154,0.00002740873,0.00005430275,0.00002141463,0.0008471126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03012515,"threshold_uncertainty_score":0.4899884,"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."}}