{"id":"W1594219919","doi":"10.4172/plastic-surgery.1000526","title":"Pilomatricoma: Experience of The Hospital for Sick Children","year":2007,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pilomatricoma; Medicine; Asymptomatic; Pilomatrixoma; Pathological; Surgery; Presentation (obstetrics); Differential diagnosis; Skin tumor; Population; Dermatology; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001530595,0.00006819339,0.0001839031,0.00005968839,0.00005240387,0.000003130355,0.00005534257,0.00003260418,0.0000479026],"category_scores_gemma":[0.002327409,0.00004472098,0.0001597037,0.0001872614,0.00007998751,0.00002210823,0.00002292426,0.00005275702,0.000004073744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002358971,"about_ca_system_score_gemma":0.00008030888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003005171,"about_ca_topic_score_gemma":0.000003778523,"domain_scores_codex":[0.999323,0.000005620193,0.0002114999,0.0001124184,0.0001668178,0.0001806992],"domain_scores_gemma":[0.9947139,0.004929691,0.00006609928,0.0001803181,0.00004796701,0.00006201035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001419037,0.0001775942,0.9871242,0.00003113313,0.00002816371,0.00000773668,0.0003499267,0.000002145014,0.0007052537,0.000107271,0.009535808,0.00178886],"study_design_scores_gemma":[0.0002931267,0.00004703288,0.9944454,0.00006140288,0.00003997132,0.00004291985,0.00008273969,0.0000175792,0.004230952,0.00002044589,0.0006588764,0.0000594858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995285,0.0001426782,0.001833226,0.00009109662,0.002250525,0.0001749631,0.00001437644,0.00001986959,0.0001882828],"genre_scores_gemma":[0.9994859,0.000006761845,0.0001012643,0.00003814155,0.0002846077,0.00001451451,0.000005292432,0.000009768495,0.00005381044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008876931,"threshold_uncertainty_score":0.2786295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532377981505592,"score_gpt":0.2666932631902521,"score_spread":0.2513694833751962,"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."}}