{"id":"W4236621054","doi":"10.33589/12.4.0155","title":"Hair Repair","year":2002,"lang":"en","type":"article","venue":"International Society of Hair Restoration Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emissions Reduction Alberta","funders":"","keywords":"Scalp; Medicine; Reconstructive surgery; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004356042,0.0001155475,0.0002780525,0.0001018013,0.00006764611,0.00001690994,0.00006474155,0.0001081681,0.0005584848],"category_scores_gemma":[0.0002567549,0.0001131328,0.0007290039,0.0001625679,0.00009424938,0.000210067,0.00002483851,0.000143296,0.00007928009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241279,"about_ca_system_score_gemma":0.0000790216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006101133,"about_ca_topic_score_gemma":0.000002513935,"domain_scores_codex":[0.9986083,0.00002678065,0.000461665,0.0002100211,0.0005425866,0.0001506696],"domain_scores_gemma":[0.9988675,0.0002930188,0.0001863622,0.0002288088,0.0003375993,0.00008671792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000035765,0.0001792161,0.133137,0.00004271975,0.0001809917,0.00001340717,0.0002927172,0.00001765466,0.00122624,0.0001590331,0.8622004,0.002514796],"study_design_scores_gemma":[0.0007456779,0.00005991544,0.09339663,0.0003476293,0.00005099111,0.00005529819,0.0002664063,0.02194778,0.002636846,0.00008948406,0.8800845,0.0003188054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553191,0.00122162,0.001161599,0.01825849,0.002460828,0.0002439466,0.00002193552,0.0005557336,0.02075676],"genre_scores_gemma":[0.9829321,0.0002835167,0.001498737,0.001131511,0.001003278,0.00001493382,0.00005644358,0.00001822131,0.01306127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03974041,"threshold_uncertainty_score":0.6115017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0521502861824884,"score_gpt":0.2754992263243046,"score_spread":0.2233489401418162,"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."}}