{"id":"W4210667919","doi":"10.33589/31.3.115","title":"Hear from the Assistants","year":2021,"lang":"en","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":"","funders":"","keywords":"AKA; Heading (navigation); IMG; Art; Psychology; Library science; Engineering; Computer science; Operating system","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":[0.001451123,0.001086869,0.000689579,0.0009828185,0.005843766,0.00431785,0.001267396,0.002729288,0.6621178],"category_scores_gemma":[0.01189239,0.0005255185,0.0005668811,0.000462284,0.0007668812,0.003969164,0.003570029,0.005780474,0.5540395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009836194,"about_ca_system_score_gemma":0.001981409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00773698,"about_ca_topic_score_gemma":0.01747308,"domain_scores_codex":[0.9989296,0.000229783,0.00003817406,0.0001642876,0.0003888974,0.0002491551],"domain_scores_gemma":[0.9924389,0.0004355468,0.0002010644,0.0002681799,0.003293327,0.003362815],"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":[0.000007326851,0.000009990769,0.00006391724,0.00001324773,5.369865e-7,0.00005421131,0.0001533928,0.000002609479,0.00002205775,0.00014596,0.9906866,0.008840265],"study_design_scores_gemma":[0.000005833879,0.00001033359,0.00022176,0.00005171412,0.000001698664,0.0002098745,0.001479802,0.00001430988,0.00003157533,0.0002739656,0.9976882,0.00001096054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00205043,0.002938742,0.004011417,0.1156594,0.08010384,0.00055259,0.002449519,0.006801405,0.7854327],"genre_scores_gemma":[0.005813232,0.0009479944,0.001138661,0.03499991,0.006440229,0.0002060659,0.0004185186,0.00103087,0.9490045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6621178,"threshold_uncertainty_score":0.481948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05133182758027043,"score_gpt":0.3045241008847548,"score_spread":0.2531922733044843,"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."}}