{"id":"W2088665313","doi":"10.1016/j.asj.2005.09.004","title":"Skin biopsy analysis reveals predisposition to stretch mark formation","year":2005,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Biopsy; Dermatology; Skin biopsy; Pathology","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":[0.000707391,0.0001282118,0.0003438785,0.0005735955,0.0001694684,0.00006001149,0.00004064127,0.00006814505,0.0002890556],"category_scores_gemma":[0.00001693411,0.0001025719,0.0003175257,0.0005909906,0.00001438006,0.0001602333,0.000008172168,0.0001536441,0.0001890552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241311,"about_ca_system_score_gemma":0.00007052461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001717308,"about_ca_topic_score_gemma":0.000006976439,"domain_scores_codex":[0.9986468,0.00009077078,0.0004802601,0.000141653,0.0003620816,0.000278424],"domain_scores_gemma":[0.9991093,0.00006458024,0.000163562,0.0001993321,0.0001417309,0.0003215143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003924121,0.0005949695,0.1692027,0.00002248919,0.0005665964,0.0002946692,0.001033342,0.0004038792,0.0001363021,0.00003104406,0.01917499,0.8081466],"study_design_scores_gemma":[0.0038792,0.0007659892,0.7922909,0.001405349,0.006155575,0.1686576,0.0007385686,0.004706912,0.003131444,0.0009303436,0.01639756,0.0009405799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900544,0.0001895156,0.00146712,0.007514396,0.0001270469,0.0001286112,0.0000057763,0.00003325897,0.0004798492],"genre_scores_gemma":[0.9964418,0.00009818179,0.002471586,0.0003592123,0.0001722528,0.000009370188,0.00005644865,0.00001390603,0.0003772149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.807206,"threshold_uncertainty_score":0.4182763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954533772348469,"score_gpt":0.2901329315857228,"score_spread":0.2705875938622381,"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."}}