{"id":"W4396579742","doi":"10.1111/jdv.20061","title":"Acne lesions cycle","year":2024,"lang":"en","type":"letter","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Acne; Dermatology; 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":[0.0002513804,0.0002312031,0.0002927249,0.0003789365,0.001281962,0.000801178,0.0003519962,0.003586614,0.0190549],"category_scores_gemma":[0.001943785,0.00009462237,0.0003749802,0.0002242737,0.0003282668,0.0005550242,0.0003292757,0.00263136,0.01153121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005933919,"about_ca_system_score_gemma":0.0004536912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527589,"about_ca_topic_score_gemma":0.003703526,"domain_scores_codex":[0.9996891,0.00006179002,0.00003072912,0.00005257421,0.00009572579,0.00007013688],"domain_scores_gemma":[0.9995771,0.00009206585,0.00002966566,0.0000515484,0.0001604374,0.00008922537],"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":[0.0004325841,0.0002124974,0.009951869,0.0003037844,0.00003173653,0.09530659,0.0004230014,0.0000846138,0.00729683,0.007486744,0.7072068,0.171263],"study_design_scores_gemma":[0.00004677868,0.0001556553,0.005847171,0.0001959358,0.0000105367,0.1057329,0.0002784733,0.0001638316,0.001188794,0.003102442,0.8832617,0.00001569008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.03263497,0.0164144,0.001904485,0.3032668,0.02489803,0.0002903248,0.0008635031,0.0004372563,0.6192902],"genre_scores_gemma":[0.2870115,0.008299071,0.00143821,0.2096735,0.01362331,0.0001145114,0.0005326989,0.00008463253,0.4792225],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0190549,"threshold_uncertainty_score":0.06374496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033979225353014,"score_gpt":0.2850872460513451,"score_spread":0.2647474537978149,"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."}}