{"id":"W2171174904","doi":"10.1046/j.1524-4725.2001.00225.x","title":"Vertical Harvesting in Hair Transplantation","year":2001,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Hair transplantation; Magnification; Medicine; Hair follicle; Scalp; Surgery; Biomedical engineering; Computer science","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":[0.0001489948,0.00008608723,0.0002401984,0.0001622672,0.00002970606,0.000005683907,0.00002496607,0.00008671128,0.00008901994],"category_scores_gemma":[0.0003450157,0.00007390706,0.00007127807,0.0002786276,0.0000422038,0.00008676133,0.000004257798,0.0001116585,0.000086069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001626285,"about_ca_system_score_gemma":0.00006246599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007153099,"about_ca_topic_score_gemma":0.00004424467,"domain_scores_codex":[0.9991661,0.00004896521,0.0002545421,0.0001469291,0.0001179069,0.0002655081],"domain_scores_gemma":[0.9993874,0.0003886764,0.00001547228,0.00009308276,0.00001735386,0.00009797649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001298546,0.00006996664,0.9903304,0.00007243948,0.00000472477,0.002588228,0.00009087637,0.000005724942,0.0001192779,0.0001240025,0.0008064196,0.005658094],"study_design_scores_gemma":[0.0008314169,0.000014726,0.9894456,0.0001165383,0.00002202898,0.002959558,0.0001785028,0.0008113064,0.0009368143,0.0002103947,0.004327099,0.0001460425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789,0.0002073946,0.0005040438,0.002093979,0.0001034222,0.00009315059,5.213729e-7,0.0001051816,0.01799227],"genre_scores_gemma":[0.9974298,0.0001557495,0.00009440976,0.002177691,0.00002040965,0.00001378777,0.00002950022,0.000007307271,0.00007135989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01852975,"threshold_uncertainty_score":0.3013842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03476692941938558,"score_gpt":0.2678065489382121,"score_spread":0.2330396195188265,"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."}}