{"id":"W3214227515","doi":"10.55175/cdk.v48i4.1471","title":"Penggunaan Isotretinoin Oral pada Tatalaksana Akne Vulgaris","year":2021,"lang":"id","type":"article","venue":"Cermin Dunia Kedokteran","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acne; Isotretinoin; Dermatology; Papulopustular; Rosacea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003329357,0.0008642543,0.001320866,0.000177695,0.0005737788,0.0002133057,0.0003011816,0.0005017458,0.009231213],"category_scores_gemma":[0.0001883839,0.0007327299,0.0005257409,0.0006552109,0.00029401,0.0002666639,0.0003133036,0.0007847314,0.002596786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225908,"about_ca_system_score_gemma":0.0006358619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003881424,"about_ca_topic_score_gemma":0.0002726037,"domain_scores_codex":[0.9956816,0.000439357,0.0008006488,0.001170797,0.0006419585,0.001265607],"domain_scores_gemma":[0.9970616,0.0002432363,0.0002446974,0.00131891,0.0002711199,0.000860462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002083782,0.009125224,0.146962,0.004379706,0.005692346,0.09799383,0.02019709,0.00001739185,0.0429583,0.001282695,0.3463477,0.3229599],"study_design_scores_gemma":[0.01771304,0.002353215,0.07720537,0.002514007,0.003671456,0.002101748,0.002502833,0.0009468829,0.04489005,0.0002285007,0.8437266,0.002146312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144924,0.01557265,0.0001000402,0.005660786,0.003948851,0.001113568,0.0002313932,0.0002339395,0.05864634],"genre_scores_gemma":[0.8405193,0.001865202,0.0005095397,0.001798668,0.001129836,0.00003947594,0.001076169,0.0001444874,0.1529173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4973789,"threshold_uncertainty_score":0.9995124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486334980102913,"score_gpt":0.2705505388229079,"score_spread":0.2556871890218788,"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."}}