{"id":"W6923784484","doi":"10.14288/1.0178557","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Distributed ledger; Population; Publishing; Project commissioning","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":[],"consensus_categories":[],"category_scores_codex":[0.001304307,0.0006981443,0.0005908875,0.002855957,0.003327039,0.006487289,0.0005524249,0.002134352,0.2007398],"category_scores_gemma":[0.005259021,0.0003611259,0.000335783,0.0015713,0.001680787,0.003188498,0.003030156,0.002794874,0.08446679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003114175,"about_ca_system_score_gemma":0.005670416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006455781,"about_ca_topic_score_gemma":0.01979873,"domain_scores_codex":[0.9985007,0.0001632334,0.00006952148,0.0002387196,0.0008371576,0.0001906811],"domain_scores_gemma":[0.9970729,0.0003088258,0.0001394334,0.0002039251,0.001204255,0.001070608],"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":[0.00002377918,0.00001130513,0.0001752201,0.00005710655,0.000002262035,0.0001505024,0.0001222935,0.00001575798,0.0001222413,0.008221519,0.9499981,0.04109993],"study_design_scores_gemma":[0.000001281304,0.000004200875,0.0001564478,0.00003803564,5.454265e-7,0.00007632406,0.00003780492,0.000004432246,0.00004658798,0.0003172094,0.9993144,0.000002830201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003517119,0.04062295,0.001154907,0.06286322,0.1875294,0.0001361818,0.001364165,0.0008587218,0.7019534],"genre_scores_gemma":[0.005830843,0.006713484,0.00039129,0.002383081,0.01045421,0.00002585636,0.0002203592,0.0002541592,0.9737268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9935442,"threshold_uncertainty_score":0.6715417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03456572368145187,"score_gpt":0.3439258019740726,"score_spread":0.3093600782926207,"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."}}