{"id":"W4413682151","doi":"10.58931/cpct.2025.3244","title":"Acne Therapies for the Primary Care Physician: What’s New and What’s Practical","year":2025,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Primary care; Primary care physician; Acne; Medicine; Primary (astronomy); Dermatology; Family medicine; Physics","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":[0.002615769,0.0006694793,0.001102685,0.001228773,0.001722732,0.003454728,0.0009948745,0.004089732,0.01334608],"category_scores_gemma":[0.006401197,0.0002556535,0.001003297,0.0009988814,0.001925273,0.005564717,0.001148696,0.005530959,0.003243229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002598564,"about_ca_system_score_gemma":0.006494137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699143,"about_ca_topic_score_gemma":0.05660307,"domain_scores_codex":[0.9985645,0.0003677256,0.0001395168,0.0001213529,0.0006566139,0.0001502561],"domain_scores_gemma":[0.993423,0.002655649,0.0003534748,0.0001821959,0.002460144,0.0009254991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001451312,0.0001712807,0.001136121,0.008965094,0.00007908967,0.0009919768,0.0005989736,0.0001071223,0.0007270304,0.006132162,0.2753518,0.7055942],"study_design_scores_gemma":[0.00003766375,0.0001283971,0.001880624,0.01066209,0.00007504896,0.002479735,0.001286903,0.00006847494,0.0001186321,0.004313554,0.978909,0.00003983517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0005889274,0.8031412,0.000640032,0.1739257,0.01148478,0.00003901034,0.00009027115,0.00005692652,0.01003319],"genre_scores_gemma":[0.006525562,0.9192962,0.002556384,0.04546297,0.02113098,0.00004701317,0.0001074729,0.00002499269,0.004848415],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01699143,"threshold_uncertainty_score":0.0446471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177133528541068,"score_gpt":0.2684608216673611,"score_spread":0.2566894863819504,"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."}}