{"id":"W2488279329","doi":"","title":"New Atrophic Acne Scar Classification: Reliability of Assessments Based on Size, Shape, and Number.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Scars; Acne scars; Dermatology; Acne; Reliability (semiconductor); Surgery","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":[0.0002316798,0.00009653936,0.0002227233,0.00003638452,0.00003420464,0.000009260893,0.00006866806,0.00007886726,0.0003477948],"category_scores_gemma":[0.0003361769,0.00004994804,0.00005053003,0.0001221892,0.0001087089,0.00005194678,0.00002831308,0.00007137704,0.0000237222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007811502,"about_ca_system_score_gemma":0.00009512445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001656786,"about_ca_topic_score_gemma":8.205207e-7,"domain_scores_codex":[0.9989119,0.00006140558,0.0001963133,0.0002602575,0.0003330475,0.0002371372],"domain_scores_gemma":[0.9989722,0.0002795114,0.0000654404,0.0003629698,0.00008556065,0.0002342803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003864394,0.0003352219,0.6336955,0.00006985213,0.00004126827,0.00001909225,0.000004865929,1.921885e-7,0.0002817764,0.000150938,0.003014032,0.3620009],"study_design_scores_gemma":[0.002869307,0.00009433762,0.992801,0.0000355229,0.00003552919,0.00001084769,0.000005876952,0.00009061806,0.0005294923,0.0002278789,0.003246469,0.0000531716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688768,0.00004165773,0.00007750992,0.01250365,0.00008021805,0.0008719245,0.0000127697,0.00003833841,0.01749708],"genre_scores_gemma":[0.992687,0.00006664068,0.0008523602,0.0001564934,0.00004428531,0.0002183546,0.000003885851,0.000009499627,0.005961522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3619477,"threshold_uncertainty_score":0.3808109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05080257568918555,"score_gpt":0.3331951753674645,"score_spread":0.282392599678279,"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."}}