{"id":"W3033960779","doi":"10.33589/16.6.0219","title":"Surgeon of the Month","year":2006,"lang":"en","type":"article","venue":"International Society of Hair Restoration Surgery","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; History; Medicine; Genealogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008047896,0.0006641741,0.0005581974,0.001126353,0.002261124,0.002167735,0.0007380936,0.001447679,0.4543678],"category_scores_gemma":[0.005862186,0.0002969961,0.0004282426,0.0006100912,0.0004808646,0.001461267,0.001648658,0.003170772,0.2535219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407401,"about_ca_system_score_gemma":0.00367943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071721,"about_ca_topic_score_gemma":0.02569533,"domain_scores_codex":[0.9993371,0.00007835796,0.00003082968,0.0001041446,0.0002791043,0.0001703474],"domain_scores_gemma":[0.9963373,0.0001558298,0.00009151137,0.0001165489,0.001474175,0.001824696],"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":[0.000008423786,0.000005918063,0.0001334136,0.00001745544,0.000001089252,0.00009672747,0.00001770072,0.000003962211,0.00002374451,0.0004164226,0.9791192,0.02015585],"study_design_scores_gemma":[0.000002487144,0.000005663567,0.0002508377,0.00006186782,0.000001067948,0.0004393339,0.00007657162,0.000005251157,0.00001288833,0.00008735419,0.999054,0.000002684785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001812753,0.03125677,0.0009281476,0.1350761,0.3226156,0.0001367401,0.001421867,0.0005998183,0.5061523],"genre_scores_gemma":[0.005814025,0.012581,0.0003299607,0.02323621,0.01788611,0.00003139472,0.0006138607,0.0002459646,0.9392616],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4543678,"threshold_uncertainty_score":0.7782781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0751172751282635,"score_gpt":0.4400378520857754,"score_spread":0.3649205769575119,"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."}}