{"id":"W4406473033","doi":"10.1016/s1541-9800(06)71365-5","title":"10.1016/s1541-9800(06)71365-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007155758,0.0001325732,0.0002727398,0.00004526151,0.00004787063,0.00001626243,0.00009007913,0.0001005767,0.9982918],"category_scores_gemma":[0.0003253192,0.0001050728,0.00007713079,0.0001757566,0.00004023617,0.00002938402,0.00002540606,0.000121094,0.9970695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001751245,"about_ca_system_score_gemma":0.00003264179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001025772,"about_ca_topic_score_gemma":9.619051e-8,"domain_scores_codex":[0.9991131,0.00001917829,0.0001875259,0.0002109614,0.0001815665,0.0002877074],"domain_scores_gemma":[0.9992586,0.000119681,0.00001633097,0.0002616784,0.00004488934,0.0002987969],"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":[0.0001241007,0.0002213301,0.000003753262,0.0000178299,0.00001525989,0.00006415617,0.00001050401,0.000009115211,0.00001504652,0.000007091723,0.7895335,0.2099783],"study_design_scores_gemma":[0.0005811802,0.0004195294,0.0002814736,0.00004480049,0.00004078338,0.00003302741,0.000001947098,0.0001160967,0.00005390765,0.0000433061,0.9982478,0.0001361714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002681347,0.0001736528,0.000002583701,0.001611898,8.013392e-7,0.0002655515,0.00001110224,0.0001394401,0.9951136],"genre_scores_gemma":[0.001106753,0.000001889726,0.0002374857,0.0006006516,0.00008351886,0.00001983001,0.00003573795,0.00001959436,0.9978945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2098422,"threshold_uncertainty_score":0.4284745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00861564426757907,"score_gpt":0.2035941980942083,"score_spread":0.1949785538266292,"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."}}