{"id":"W2398643715","doi":"10.2310/7750.2013.13020","title":"Scalp Trauma","year":2014,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Scalp; Scarring alopecia; Dermatology; Pathogenesis; Biopsy; Pathology; Fibrosis","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":[0.0006846368,0.0001146119,0.0006399731,0.000296037,0.00004234266,0.000006243838,0.00003763074,0.00007015769,0.0002040401],"category_scores_gemma":[0.001291166,0.00007233924,0.0001398097,0.00013378,0.0001419739,0.00005135615,0.000006124083,0.0002187944,0.00000650277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001213964,"about_ca_system_score_gemma":0.00008165807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000104143,"about_ca_topic_score_gemma":0.000002551863,"domain_scores_codex":[0.9987619,0.00005012178,0.0005355782,0.00009061459,0.0003684574,0.000193315],"domain_scores_gemma":[0.9983969,0.0007520413,0.000193492,0.000109425,0.0001553235,0.0003928482],"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":[0.001712468,0.0002796377,0.1186942,0.0004810036,0.0002418609,0.004253664,0.001456673,0.000004669254,0.002635713,0.0004427174,0.237385,0.6324124],"study_design_scores_gemma":[0.005657164,0.004818398,0.03062941,0.002468847,0.0008597007,0.137984,0.002829598,0.000495622,0.0007677644,0.003591727,0.8094149,0.0004828525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683502,0.002410709,0.0004711355,0.01287201,0.0004294536,0.00005124907,2.562815e-7,0.0000146073,0.01540043],"genre_scores_gemma":[0.9933108,0.0007160082,0.0001447349,0.004469775,0.0009884073,3.348673e-7,0.00000147392,0.00001324977,0.0003552359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6319296,"threshold_uncertainty_score":0.2949909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977430739776061,"score_gpt":0.2601187451715407,"score_spread":0.2403444377737801,"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."}}