{"id":"W3033310762","doi":"10.33589/25.6.0232","title":"ISHRS: Expanding FUE Education","year":2015,"lang":"es","type":"article","venue":"International Society of Hair Restoration Surgery","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Committee of Toronto","funders":"","keywords":"Library science; Medical education; Management; Psychology; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00934709,0.0006449365,0.0002733412,0.001852615,0.001397992,0.003154285,0.001375319,0.004493328,0.1727677],"category_scores_gemma":[0.01133761,0.0002744476,0.0007004217,0.0006000944,0.001095762,0.003512628,0.006893525,0.004222353,0.0422904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003579523,"about_ca_system_score_gemma":0.01952141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058853,"about_ca_topic_score_gemma":0.03888031,"domain_scores_codex":[0.9957685,0.0008388726,0.0001565366,0.0003077596,0.001714152,0.001214216],"domain_scores_gemma":[0.9800438,0.001532388,0.0005147709,0.0004317959,0.003282262,0.01419505],"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":[0.00003104022,0.0001116783,0.0006276362,0.0001197427,0.000002489854,0.0001328756,0.0001736972,0.00007330022,0.0001619696,0.002554123,0.8034893,0.1925221],"study_design_scores_gemma":[0.00003658325,0.000077389,0.001762824,0.0004815726,0.00000397833,0.0002948192,0.0002830823,0.0001145163,0.0001018067,0.001210729,0.9956211,0.00001147343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007057101,0.02963794,0.009986901,0.5476542,0.05796688,0.0003542805,0.0007359118,0.004303661,0.3423031],"genre_scores_gemma":[0.08163654,0.04732122,0.02407159,0.1803759,0.04373426,0.0004066793,0.002082303,0.0009570605,0.6194146],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1727677,"threshold_uncertainty_score":0.5779655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06814276775284464,"score_gpt":0.3517071236321208,"score_spread":0.2835643558792761,"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."}}