{"id":"W4392636622","doi":"10.7759/cureus.55897","title":"Practical Aspects of Acne Scar Management: ASAP 2024","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Acne; Medicine; Scars; Acne scars; Dermatology; Psychosocial; Modalities; Guideline; Treatment modality; Modality (human–computer interaction); Surgery; Pathology; Computer science","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":[0.0047896,0.0008707494,0.0003219671,0.0007974458,0.001467649,0.002008156,0.001029743,0.004623835,0.01880547],"category_scores_gemma":[0.006584623,0.0003019416,0.0005688637,0.0004248447,0.0008301764,0.001948065,0.002816995,0.004346004,0.005352552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008330998,"about_ca_system_score_gemma":0.002185835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006442331,"about_ca_topic_score_gemma":0.001846535,"domain_scores_codex":[0.9965802,0.001552762,0.0002853394,0.0001478617,0.001069981,0.0003639249],"domain_scores_gemma":[0.9963177,0.00077481,0.0003844736,0.0001228315,0.001313815,0.00108632],"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":[0.0001006189,0.0002908286,0.002324722,0.001015419,0.00001285233,0.002391723,0.001182712,0.0002610467,0.00489922,0.002414327,0.6358122,0.3492945],"study_design_scores_gemma":[0.00001781455,0.0001731303,0.004826996,0.000757042,0.000007330319,0.004572441,0.001461312,0.0001911515,0.0004692344,0.001900146,0.985598,0.00002551106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02563997,0.06165792,0.03789648,0.5129526,0.07505659,0.002397091,0.0004835977,0.001240879,0.2826749],"genre_scores_gemma":[0.2185559,0.109026,0.1082437,0.1904042,0.1472659,0.002925162,0.001833066,0.0004249688,0.2213211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01880547,"threshold_uncertainty_score":0.06291056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05613390350220558,"score_gpt":0.414524824540652,"score_spread":0.3583909210384464,"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."}}