{"id":"W4406654594","doi":"10.1016/b978-0-7020-7455-4.00194-1","title":"10.1016/b978-0-7020-7455-4.00194-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Parvovirus B19 Infection Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hypopituitarism; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000146455,0.0006124778,0.001031659,0.0004367408,0.0001320285,0.00002881492,0.000169808,0.000447916,0.9983244],"category_scores_gemma":[0.00006714274,0.000589604,0.0003490408,0.00008809175,0.0001457909,0.00005697803,0.0001362056,0.0006152358,0.9994375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306038,"about_ca_system_score_gemma":0.000122594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002067437,"about_ca_topic_score_gemma":5.055702e-7,"domain_scores_codex":[0.9978645,0.00001769045,0.0005222009,0.0006180856,0.0005438116,0.0004336381],"domain_scores_gemma":[0.9984651,0.0001042194,0.0001593128,0.0007453574,0.0001843343,0.000341687],"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":[0.0002470854,0.00003993898,9.749662e-8,0.00003946766,0.0003644104,0.00008283486,0.00001257878,0.000002887828,0.00001360746,0.00003241385,0.6769043,0.3222604],"study_design_scores_gemma":[0.000673178,0.0002404696,0.000008681783,0.0003045145,0.0004386163,0.0001454761,3.825911e-7,0.000003281311,0.00003004707,0.0000879541,0.9975268,0.0005405945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001516125,0.0008544384,9.833727e-7,0.0003583983,0.00001181773,0.0007150945,0.0001046042,0.0004698636,0.9974833],"genre_scores_gemma":[0.000002060667,0.000008348361,0.00006259176,0.0002866844,0.0009721708,0.00004877467,0.0001037718,0.0001831152,0.9983325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3217198,"threshold_uncertainty_score":0.9996555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177143795403237,"score_gpt":0.2199433356116802,"score_spread":0.2022289560713565,"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."}}