{"id":"W4387949291","doi":"10.1055/a-2198-1352","title":"Concepts, Terminology, and Innovations in Follicular Unit Excision Hair Restoration Surgery","year":2023,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Terminology; Medicine; Hair transplantation; Scalp; Surgery","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":[0.004316579,0.0007544186,0.0005513219,0.004597589,0.001883017,0.004796145,0.001507632,0.001818488,0.00253676],"category_scores_gemma":[0.005127423,0.0003074797,0.0008490191,0.003559436,0.01330628,0.004865102,0.002277008,0.004888508,0.001189789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003452961,"about_ca_system_score_gemma":0.003857349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002709501,"about_ca_topic_score_gemma":0.003361171,"domain_scores_codex":[0.9971867,0.001120662,0.0003888416,0.0003285941,0.0007737941,0.0002014639],"domain_scores_gemma":[0.9976068,0.001558134,0.0002787355,0.0001190314,0.000320589,0.0001166477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009848524,0.00008325352,0.002498894,0.002129364,0.00002609271,0.001343441,0.01713517,0.0008601804,0.002957996,0.623696,0.02826875,0.3209024],"study_design_scores_gemma":[0.000007816381,0.0001439629,0.00355425,0.004124941,0.00002757143,0.008146306,0.006709106,0.0005688362,0.001032222,0.1137633,0.8618419,0.00007986224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.02684567,0.6328926,0.09016266,0.04568497,0.01352485,0.0002622221,0.0003114042,0.0002922979,0.1900232],"genre_scores_gemma":[0.1787428,0.6328731,0.1140944,0.02382903,0.01389107,0.0006388177,0.000507003,0.000401343,0.03502258],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004796145,"threshold_uncertainty_score":0.02505308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05490540890870776,"score_gpt":0.307052026152699,"score_spread":0.2521466172439912,"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."}}