{"id":"W2055610347","doi":"10.1159/000090658","title":"Prospective Study of Risk Factors of Relapse after Treatment of Acne with Oral Isotretinoin","year":2006,"lang":"en","type":"article","venue":"Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Isotretinoin; Acne; Medicine; Prospective cohort study; Dermatology; Internal medicine","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":[0.0009402005,0.0002811672,0.0005418853,0.0005464556,0.0005071466,0.0004625207,0.0002474272,0.0005448156,0.001431207],"category_scores_gemma":[0.003388215,0.0002764519,0.000791064,0.0004953374,0.0002053125,0.0003814117,0.000267885,0.0008060663,0.0002706414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612611,"about_ca_system_score_gemma":0.0002181682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048796,"about_ca_topic_score_gemma":0.0008237588,"domain_scores_codex":[0.9993607,0.0002473486,0.00005122072,0.0001000616,0.0001274902,0.0001131667],"domain_scores_gemma":[0.9967783,0.001074363,0.001172062,0.0002587816,0.0002604846,0.0004560431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004255543,0.00008754349,0.9980463,0.000004359793,0.0000385391,0.0001610234,0.0000458795,0.00002360236,0.0001642848,0.000006386236,0.00003456703,0.0009618067],"study_design_scores_gemma":[0.0000244595,0.0006470219,0.9975855,0.000005598452,0.00005085104,0.001070822,0.000104889,0.0002523396,0.0000992978,0.00001310949,0.0001398764,0.000006241482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999603,0.0001547638,0.00005321401,0.00001154292,0.000002889764,0.000007818309,0.00004580366,0.000002015449,0.0001190462],"genre_scores_gemma":[0.9996964,0.00004562222,0.000043941,0.000009522865,0.000007896871,0.000006765782,0.0001123379,0.000001508448,0.00007611354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001431207,"threshold_uncertainty_score":0.004972339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006889530005702194,"score_gpt":0.248240993169488,"score_spread":0.2413514631637858,"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."}}