{"id":"W1993642167","doi":"10.1111/j.1524-4725.2011.02010..x","title":"Acne Scar Treatment with Subcision Using a 20-G Cataract Blade","year":2011,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McMaster University","funders":"","keywords":"Medicine; Acne scars; Blade (archaeology); Acne; Surgery; Ophthalmology; Dermatology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478995,0.0003210218,0.000777707,0.0002940162,0.0001822054,0.00001729955,0.00009003813,0.0001818774,0.0004253863],"category_scores_gemma":[0.00004117983,0.00017142,0.0002264081,0.0003342522,0.0002066704,0.0001378502,0.00004632718,0.0001460089,0.0001869139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523585,"about_ca_system_score_gemma":0.0002909525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002646355,"about_ca_topic_score_gemma":0.00001055516,"domain_scores_codex":[0.998095,0.0001208838,0.0003729856,0.000434982,0.0003596456,0.0006164519],"domain_scores_gemma":[0.9987105,0.0002622825,0.0001345455,0.0005147376,0.00009945527,0.0002785504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008771229,0.001391235,0.968322,0.00007035043,0.0004085473,0.01708987,0.0003589685,0.000002548565,0.0004393953,0.00002939396,0.002152168,0.008858434],"study_design_scores_gemma":[0.01007863,0.002630464,0.7622459,0.0009997735,0.001600946,0.1002079,0.002316584,0.002127274,0.06938764,0.0003803667,0.04609021,0.001934329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913901,0.001025681,0.0000790287,0.0004661889,0.0001430047,0.0004497576,0.00001128749,0.0001630773,0.006271857],"genre_scores_gemma":[0.9972162,0.0004150089,0.001309524,0.0003873706,0.00003553458,0.00004508936,0.00007587269,0.00002989916,0.0004854972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2060761,"threshold_uncertainty_score":0.6990303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2082609761249021,"score_gpt":0.3266865491673236,"score_spread":0.1184255730424215,"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."}}