{"id":"W153143057","doi":"10.1016/j.det.2012.08.012","title":"Hair Transplantation Update","year":2012,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hair transplantation; Medicine; Transplantation; Hair loss; Surgery; Dermatology; Scalp","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002425531,0.0003849171,0.001889345,0.0001600844,0.00006164513,0.00001444491,0.0001589657,0.0007700524,0.0002104568],"category_scores_gemma":[0.00009807788,0.0002760964,0.0007077893,0.0002373566,0.00007814094,0.00006321225,0.00002351825,0.000583058,0.002127932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002885259,"about_ca_system_score_gemma":0.0002700635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001406825,"about_ca_topic_score_gemma":0.000002715341,"domain_scores_codex":[0.9979817,0.0001408391,0.0009341561,0.0003266174,0.0001987951,0.0004179528],"domain_scores_gemma":[0.9986798,0.0002690237,0.0003256795,0.0004257893,0.00004211483,0.0002576038],"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":[0.00001644088,0.000123211,0.0003155796,0.02997338,0.0001098314,0.0002111968,0.00003768234,3.920923e-8,3.197564e-9,0.0003050565,0.00287364,0.9660339],"study_design_scores_gemma":[0.0005252977,0.0000330324,0.00002294118,0.002331845,0.003202123,0.001883808,0.00001522075,0.000004988201,1.208257e-7,0.0001018067,0.991607,0.0002718343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001695521,0.9917731,0.0002334095,0.0002320649,0.0005648758,0.0007356815,0.00005503316,0.0001859356,0.006203],"genre_scores_gemma":[0.00005753974,0.9955123,0.0005417872,0.001728014,0.0001589648,0.00007026301,0.001718792,0.00004676506,0.0001655464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887334,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117717876444196,"score_gpt":0.4043328438546281,"score_spread":0.2925610562102085,"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."}}