{"id":"W2900470185","doi":"10.1111/vox.12732","title":"In Memoriam: Celso Bianco <scp>MD</scp>: 1941‐2018","year":2018,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Medicine; Vice president; Gerontology; Family medicine; Management; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001663744,0.0004075899,0.0006561878,0.0004840792,0.001022312,0.00002920923,0.0006079396,0.000870519,0.002226691],"category_scores_gemma":[0.002324407,0.0003986016,0.000128358,0.001141785,0.0003010467,0.0003050751,0.0001923444,0.001463646,0.01134317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007382953,"about_ca_system_score_gemma":0.001185295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003100821,"about_ca_topic_score_gemma":0.006101445,"domain_scores_codex":[0.9944941,0.001040611,0.001150297,0.0008184406,0.0005941381,0.001902354],"domain_scores_gemma":[0.9959792,0.001327845,0.0004241979,0.001252554,0.0004102822,0.0006058625],"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":[0.00002035161,0.0001037709,0.01306029,0.0002489264,0.00001586961,0.00005159796,0.03770034,3.065252e-7,0.0004076099,0.0007059705,0.943777,0.003907999],"study_design_scores_gemma":[0.001514332,0.0004501243,0.02296582,0.0005145367,0.00002167792,0.00000687666,0.01065254,0.00003250685,0.0004690837,0.001374239,0.9618095,0.0001887707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6399242,0.001243207,0.0001361543,0.006807956,0.03930639,0.002278167,0.0001957843,0.0006504802,0.3094577],"genre_scores_gemma":[0.8907982,0.0003084458,0.004414636,0.03194525,0.02812237,0.000516905,0.0001145092,0.0003651047,0.04341464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.266043,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06000325386295425,"score_gpt":0.4272925521984773,"score_spread":0.367289298335523,"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."}}