{"id":"W2017839645","doi":"10.4212/cjhp.v66i1.1204","title":"What Will It Take? The Quest to Achieve Indexing by the National Library of Medicine","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"National library; Search engine indexing; Library science; Information retrieval; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001516383,0.0001562991,0.0002724184,0.0001403649,0.0003378238,0.00008675562,0.0007909444,0.00004199969,0.003361049],"category_scores_gemma":[0.001734031,0.00007138457,0.0001031363,0.0003010675,0.0009125902,0.001488366,0.00003565008,0.001064527,0.00009108886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193826,"about_ca_system_score_gemma":0.001693631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00599421,"about_ca_topic_score_gemma":0.0009619317,"domain_scores_codex":[0.9978395,0.000240607,0.0005511616,0.0001147522,0.0009541666,0.0002997987],"domain_scores_gemma":[0.9973172,0.000726075,0.0004258228,0.0002129951,0.0004136371,0.0009042762],"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":[0.00007783302,0.00003771972,0.0004640246,0.0000129207,0.0001429074,0.00004578416,0.005652162,0.00001100851,0.0004829656,0.0002909625,0.9860895,0.006692269],"study_design_scores_gemma":[0.001391259,0.0007165481,0.002100791,0.000339718,0.0001563868,0.0003995777,0.002693948,0.00005581526,0.0002583502,0.001047661,0.9907315,0.00010847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.115548,0.004158745,0.00001426158,0.8675696,0.001655464,0.0004893925,0.000009571359,0.000006240205,0.01054879],"genre_scores_gemma":[0.9311844,0.000221191,0.00004604952,0.06399863,0.001485285,0.000007863197,0.00000382524,0.00002784752,0.003024966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8156364,"threshold_uncertainty_score":0.99755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815304462447792,"score_gpt":0.3087164351986003,"score_spread":0.2805633905741223,"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."}}