{"id":"W4406582730","doi":"10.1016/s1166-8598(03)26008-7","title":"10.1016/s1166-8598(03)26008-7","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; Computer science","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":[0.00007095512,0.0001319107,0.0002721268,0.00004415264,0.00005009814,0.00001620343,0.00008838068,0.0001003208,0.9982217],"category_scores_gemma":[0.0003369566,0.0001043202,0.00007613919,0.0001725781,0.00004104241,0.00002767278,0.00002538318,0.0001209055,0.9969411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000168343,"about_ca_system_score_gemma":0.00003204121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001235593,"about_ca_topic_score_gemma":1.150867e-7,"domain_scores_codex":[0.9991207,0.0000194979,0.000186642,0.0002105258,0.0001804188,0.0002822738],"domain_scores_gemma":[0.999268,0.0001196563,0.00001609325,0.0002590013,0.00004605726,0.000291198],"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":[0.0001629277,0.0002306843,0.000003390401,0.00001762755,0.00001555217,0.00007313369,0.000009909749,0.00001037771,0.00001567134,0.00000870818,0.6947585,0.3046935],"study_design_scores_gemma":[0.0005793507,0.0004724909,0.0002899216,0.00004350272,0.00003941021,0.00003552558,0.000001695799,0.0001241475,0.00005454342,0.00004095277,0.9981828,0.0001356775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002497383,0.0001750174,0.000002029966,0.001623029,0.000001151554,0.0002596414,0.000009953559,0.0001395074,0.9952923],"genre_scores_gemma":[0.0009719116,0.000001917134,0.0002650535,0.000556961,0.00008557067,0.00001944337,0.00002684154,0.00001949705,0.9980528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3045578,"threshold_uncertainty_score":0.4254054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008813189144833278,"score_gpt":0.2039159246372862,"score_spread":0.1951027354924529,"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."}}