{"id":"W3080480620","doi":"10.1097/dss.0000000000002490","title":"Follicular Unit Excision Punches and Devices","year":2020,"lang":"en","type":"review","venue":"Dermatologic Surgery","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Computer science; Trephine; Medicine; Unit (ring theory); Medical physics; Surgery; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179512,0.0009004908,0.001250982,0.004696929,0.0004295054,0.001133117,0.001067408,0.0009599476,0.009537176],"category_scores_gemma":[0.002864687,0.0003083845,0.001206845,0.002562628,0.0007578557,0.001556821,0.0007354768,0.001049481,0.003129982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000518139,"about_ca_system_score_gemma":0.00111493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109998,"about_ca_topic_score_gemma":0.001687366,"domain_scores_codex":[0.9990777,0.0001595775,0.0001862314,0.0001567496,0.0003657524,0.0000539911],"domain_scores_gemma":[0.9983401,0.00103198,0.0002901565,0.00006226027,0.0002356235,0.00003979516],"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":[0.00008523552,0.00003968695,0.0004490106,0.04036341,0.0001025321,0.0005782238,0.00008128594,0.0001620894,0.00156354,0.001284663,0.0138296,0.9414608],"study_design_scores_gemma":[0.00003779164,0.0001771327,0.003581379,0.03263498,0.0004635013,0.01724648,0.0002552994,0.0001518377,0.003150686,0.002055717,0.9401976,0.00004746729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003130606,0.9969014,0.0003540701,0.0001411574,0.0001776013,0.00001761478,0.00003915338,0.00002098295,0.00203512],"genre_scores_gemma":[0.00420325,0.9925992,0.001346524,0.0002352806,0.0002258523,0.00002547353,0.00009711881,0.00000810988,0.001259175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009537176,"threshold_uncertainty_score":0.03190506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104909118514148,"score_gpt":0.3370310667657644,"score_spread":0.2265401549143496,"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."}}